[
    {
        "key": "EMZASA2T",
        "version": 3581,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/EMZASA2T",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/EMZASA2T",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Zvoleff and An",
            "parsedDate": "2014",
            "numChildren": 0
        },
        "data": {
            "key": "EMZASA2T",
            "version": 3581,
            "itemType": "journalArticle",
            "title": "The effect of reciprocal connections between demographic decision making and land use on decadal dynamics of population and land-use change",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Alexander",
                    "lastName": "Zvoleff"
                },
                {
                    "creatorType": "author",
                    "firstName": "Li",
                    "lastName": "An"
                }
            ],
            "abstractNote": "Although much focus has been given to the study of land use and land cover (LULC) and population change, studies have tended to focus on relationships in a single direction, for instance, the consequences of changing LULC for population processes, or the consequences of changing population dynamics for LULC. Given the highly coupled nature of human-environment systems, we cannot fully understand these systems without considering reciprocal causality, or `' feedbacks.” This analysis focuses on the Chitwan District of south-central Nepal, a high priority conservation area, and seeks to address the question of how feedbacks between land use and microlevel human decision making impact the decadal time scale dynamics of population and land-use change. It investigates two feedback loops connecting land use and demographic decision making: agricultural land use - marriage timing; and agricultural land use - fertility. Marriage is closely tied to land use in Chitwan because new households in Chitwan are established primarily after marriage. Fertility is connected to land use because of its linkage with population size and future new household formation. However, prior research in Chitwan has shown that residents of agricultural neighborhoods tend to marry earlier, and to have children sooner after marriage. Using an agent-based model, we compare model outcomes from scenarios with and without these feedback loops. Our results indicate that these feedbacks lead to statistically significant differences in population and in land-use outcomes. However, the sizes of these differences are relatively small in magnitude (less than 8% for the scenarios considered here), even over a 50-year time scale. These findings are a reminder that CHANS researchers must be careful to consider both effect size and significance when considering the policy implications of model outcomes.",
            "publicationTitle": "ECOLOGY AND SOCIETY",
            "publisher": "",
            "place": "",
            "date": "2014",
            "volume": "19",
            "issue": "2",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.5751/ES-06243-190231",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1708-3087",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Feedback"
                },
                {
                    "tag": "Land use"
                },
                {
                    "tag": "author: Alex Zvoleff"
                },
                {
                    "tag": "codeurl: http://www.openabm.org/model/3640/version/1/view"
                },
                {
                    "tag": "coupled human-natural system"
                },
                {
                    "tag": "docs: ODD"
                },
                {
                    "tag": "email: azvoleff@conservation.org"
                },
                {
                    "tag": "environment"
                },
                {
                    "tag": "fertility"
                },
                {
                    "tag": "marriage"
                },
                {
                    "tag": "platform: Python"
                },
                {
                    "tag": "population"
                },
                {
                    "tag": "spon"
                },
                {
                    "tag": "sponsor: National Science Foundation"
                }
            ],
            "collections": [
                "3HM4CEW5",
                "8IF4C9B3"
            ],
            "relations": {
                "dc:replaces": "http://zotero.org/groups/289063/items/VQBJ6E6D",
                "owl:sameAs": "http://zotero.org/users/540283/items/K56Z4ZI8"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:30:07Z"
        }
    },
    {
        "key": "HCZ5WX28",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/HCZ5WX28",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/HCZ5WX28",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Zheng et al.",
            "parsedDate": "2014-08-01",
            "numChildren": 0
        },
        "data": {
            "key": "HCZ5WX28",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Agent-based model for electricity consumption and storage to evaluate economic viability of tariff arbitrage for residential sector demand response",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Menglian",
                    "lastName": "Zheng"
                },
                {
                    "creatorType": "author",
                    "firstName": "Christoph J.",
                    "lastName": "Meinrenken"
                },
                {
                    "creatorType": "author",
                    "firstName": "Klaus S.",
                    "lastName": "Lackner"
                }
            ],
            "abstractNote": "Demand response (DR) is one of many approaches to address temporal mismatches in demand and supply of grid electricity. More common in the commercial sector, DR usually refers to reducing consumption at certain hours or seasons, thus reducing peak demand from the grid. In the residential sector, where sophisticated appliance-level controls such as automatic dimming of lights or on-demand lowering of air conditioning are less common, building-based electricity storage to shift grid consumption from peak to off-peak times could provide DR without requiring consumers to operate their appliances on shifted or reduced schedules: Storage would be dispatched to appliances as needed while still shaving peaks on the grid. Technologically, storage and two-way-inverters are readily available to enable such residential DR Economically, however, the situation is less clear. Specifically, are time-varying electricity tariffs available such that electricity cost reduction via arbitrage could offset manufacturing, financing, and installation costs of the required storage? To address this question we (i) devise an agent-based appliance-level stochastic model to simulate the electricity demand of an average U.S. household; (ii) loadshift the demand via simple dispatch strategies; and (iii) determine potential profits to the building owner, i.e. reduced electricity cost of the modified demand with realistic tariffs (Con Edison, NY) minus storage cost. We determine the economic viability for a range of traditional and advanced storage technologies as well as their optimum storage capacities to maximize profits. We find that (i) profits can range from <1% to 48% of annual electricity costs of a typical household; and (ii) optimum capacities, while approximately equal to households' kWh consumption during peak hours, is affected by stochastic variations in daily and seasonal consumption. Future improvements to storage technology, arbitrage strategies, and tariffs are discussed. Details of the storage technologies, agent-based model, testing, and benchmarking are supplied as Supplementary Data. (C) 2014 Elsevier Ltd. All rights reserved.",
            "publicationTitle": "APPLIED ENERGY",
            "publisher": "",
            "place": "",
            "date": "AUG 1 2014",
            "volume": "126",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "297-306",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.apenergy.2014.04.022",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0306-2619",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based modeling"
                },
                {
                    "tag": "Arbitrage"
                },
                {
                    "tag": "Batteries"
                },
                {
                    "tag": "Demand response"
                },
                {
                    "tag": "Electricity storage"
                },
                {
                    "tag": "Smartgrid"
                },
                {
                    "tag": "author: Menglian Zheng"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: mz2321@columbia.edu"
                },
                {
                    "tag": "platform: Visual Basic"
                },
                {
                    "tag": "sponsor: National Institute of Standards and Technology"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "dc:replaces": "http://zotero.org/groups/289063/items/WQBKNBG3",
                "owl:sameAs": "http://zotero.org/users/540283/items/E8DSWV7H"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:30:03Z"
        }
    },
    {
        "key": "THRW6CZA",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/THRW6CZA",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/THRW6CZA",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Zhang and Gorelick",
            "parsedDate": "2014-04",
            "numChildren": 0
        },
        "data": {
            "key": "THRW6CZA",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Coupled impacts of sea-level rise and tidal marsh restoration on endangered California clapper rail",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Hua",
                    "lastName": "Zhang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Steven M.",
                    "lastName": "Gorelick"
                }
            ],
            "abstractNote": "We develop a predictive multi-process framework to quantitatively assess the spatially variable, inter-linked dynamics of sea-level rise, wetland transition, habitat suitability and connectivity, and shorebird distribution and abundance. Bird behavior is represented in a spatially explicit agent-based model that tracks responses of individuals to predicted changes in local habitat quantity and quality. We apply this framework to the endangered California clapper rail (Rallus longirostris obsoletus) in the San Francisco Estuary, US, under a range of sea-level rise and conservation scenarios aimed at clapper rail recovery. The framework enables quantification of the relationship between critical habitat destruction and clapper rail population decline. The most influential factors that characterize the quality of tidal marsh habitat are salinity, which is a proxy for higher quality nesting environment and abundance of macroinvertebrates, and tidal conditions, which affect flood and predation threats. Results suggest that clapper rail viability should remain at the present level for moderate sea level rise. However, for a rise of 1.66 m, extinction risk increases from 0.01 to 0.36. The framework enables quantitative evaluation of proposed conservation efforts, and should complement existing theory and empirical inferences. Compared with sub-regional efforts, estuary-wide conservation is more effective in improving reproduction and dispersal success and accommodates a sea-level rise of an additional 10 cm before population falls below criticality. Should sea level rise to the predicted maximum, proposed conservation efforts are likely to be ineffective in preventing California clapper rail extinction by 2100. (C) 2014 Elsevier Ltd. All rights reserved.",
            "publicationTitle": "BIOLOGICAL CONSERVATION",
            "publisher": "",
            "place": "",
            "date": "April 2014",
            "volume": "172",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "89-100",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.biocon.2014.02.016",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0006-3207",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Habitat connectivity"
                },
                {
                    "tag": "Restoration"
                },
                {
                    "tag": "Sea-level rise"
                },
                {
                    "tag": "Shorebird population"
                },
                {
                    "tag": "Tidal marsh"
                }
            ],
            "collections": [],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/REUZ7GVV",
                "dc:replaces": "http://zotero.org/groups/289063/items/8KG4C527"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:58Z"
        }
    },
    {
        "key": "3EANXP4B",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/3EANXP4B",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/3EANXP4B",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Zhang et al.",
            "parsedDate": "2014-07",
            "numChildren": 0
        },
        "data": {
            "key": "3EANXP4B",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Impact of Different Policies on Unhealthy Dietary Behaviors in an Urban Adult Population: An Agent-Based Simulation Model",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Donglan",
                    "lastName": "Zhang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Philippe J.",
                    "lastName": "Giabbanelli"
                },
                {
                    "creatorType": "author",
                    "firstName": "Onyebuchi A.",
                    "lastName": "Arah"
                },
                {
                    "creatorType": "author",
                    "firstName": "Frederick J.",
                    "lastName": "Zimmerman"
                }
            ],
            "abstractNote": "Objectives. Unhealthy eating is a complex-system problem. We used agent-based modeling to examine the effects of different policies on unhealthy eating behaviors. Methods. We developed an agent-based simulation model to represent a synthetic population of adults in Pasadena, CA, and how they make dietary decisions. Data from the 2007 Food Attitudes and Behaviors Survey and other empirical studies were used to calibrate the parameters of the model. Simulations were performed to contrast the potential effects of various policies on the evolution of dietary decisions. Results. Our model showed that a 20% increase in taxes on fast foods would lower the probability of fast-food consumption by 3 percentage points, whereas improving the visibility of positive social norms by 10%, either through community-based or mass-media campaigns, could improve the consumption of fruits and vegetables by 7 percentage points and lower fast-food consumption by 6 percentage points. Zoning policies had no significant impact. Conclusions. Interventions emphasizing healthy eating norms may be more effective than directly targeting food prices or regulating local food outlets. Agent-based modeling may be a useful tool for testing the population-level effects of various policies within complex systems.",
            "publicationTitle": "AMERICAN JOURNAL OF PUBLIC HEALTH",
            "publisher": "",
            "place": "",
            "date": "July 2014",
            "volume": "104",
            "issue": "7",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "1217-1222",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.2105/AJPH.2014.301934",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0090-0036",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "author:  Donglan Zhang"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email:  stacyzdl@ucla.edu"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "dc:replaces": "http://zotero.org/groups/289063/items/8HBJ2JH9",
                "owl:sameAs": "http://zotero.org/users/540283/items/HE4H9HNU"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:54Z"
        }
    },
    {
        "key": "HKQJIV6W",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/HKQJIV6W",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/HKQJIV6W",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Zaffar et al.",
            "parsedDate": "2014-02",
            "numChildren": 0
        },
        "data": {
            "key": "HKQJIV6W",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Impact of Interorganizational Relationships on Technology Diffusion: An Agent-Based Simulation Modeling Approach",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Muhammad Adeel",
                    "lastName": "Zaffar"
                },
                {
                    "creatorType": "author",
                    "firstName": "Ram L.",
                    "lastName": "Kumar"
                },
                {
                    "creatorType": "author",
                    "firstName": "Kexin",
                    "lastName": "Zhao"
                }
            ],
            "abstractNote": "Interorganizational relationships are an integral part of an organization's decision-making process. The reason is that an organization's decision affects and is affected by the decision of its partners, particularly in the context of technology adoption and diffusion. Therefore, it is important to explore the role of this social network of organizations in shaping the process of technology diffusion. We conduct a series of experiments using the agent-based simulation modeling technique to identify strategically located firms in a network that can significantly influence the process of software diffusion. Our findings suggest that: 1) structural location of organizations does significantly influence the process of diffusion; and 2) the criteria for identifying strategically located firms depend on contextual factors, such as network topology, network density, and interoperability costs. To illustrate the practical use of these results, we propose a “network-aware” pricing strategy that takes advantage of information regarding organizational social networks. We illustrate that contrary to prevalent practice in the enterprise software market, where firms are generally targeted on the basis of their size, network-aware pricing has the potential to facilitate the development of a more effective market penetration strategy.",
            "publicationTitle": "IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT",
            "publisher": "",
            "place": "",
            "date": "February 2014",
            "volume": "61",
            "issue": "1",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "68-79",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1109/TEM.2013.2259495",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0018-9391",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based modeling"
                },
                {
                    "tag": "Simulation"
                },
                {
                    "tag": "Social Network Analysis (SNA)"
                },
                {
                    "tag": "author:  Zaffar, M.A."
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: adeel.zaffar@lums.edu.pk"
                },
                {
                    "tag": "organizational decision processes"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "software pricing"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/UR2H958A",
                "dc:replaces": "http://zotero.org/groups/289063/items/BUWRQC2Z"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:49Z"
        }
    },
    {
        "key": "NM9HRTMC",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/NM9HRTMC",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/NM9HRTMC",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Yuan et al.",
            "parsedDate": "2014-08",
            "numChildren": 0
        },
        "data": {
            "key": "NM9HRTMC",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Urban Household Water Demand in Beijing by 2020: An Agent-Based Model",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Xiao-Chen",
                    "lastName": "Yuan"
                },
                {
                    "creatorType": "author",
                    "firstName": "Yi-Ming",
                    "lastName": "Wei"
                },
                {
                    "creatorType": "author",
                    "firstName": "Su-Yan",
                    "lastName": "Pan"
                },
                {
                    "creatorType": "author",
                    "firstName": "Ju-Liang",
                    "lastName": "Jin"
                }
            ],
            "abstractNote": "Beijing is faced with severe water scarcity due to rapid socio-economic development and population expansion, and a guideline for water regulation has been released to control the volume of national water use. To cope with water shortage and meet regulation goal, it has great significance to study the variations of water demand. In this paper, an agent-based model named HWDP is developed for the prediction of urban household water demand in Beijing. The model involves stochastic behaviors and feedbacks caused by two agent roles which are government agent and household agent. The government agent adopts economic and propagandist means to make household agent optimize its water consumption. Additionally, the consumption is also affected by the basic water demand deduced from extended linear expenditure system. The results indicate that the total water demand of urban households in Beijing will increase to 317.5 million cubic meters by 2020, while the water price keeps growing at a low level. However, it would drop to 294.9 million cubic meters with high growth of water price and low increment in per capita disposable income. Finally, some policy recommendations on water regulation are made.",
            "publicationTitle": "WATER RESOURCES MANAGEMENT",
            "publisher": "",
            "place": "",
            "date": "August 2014",
            "volume": "28",
            "issue": "10",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "2967-2980",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1007/s11269-014-0649-4",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0920-4741",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent"
                },
                {
                    "tag": "Extended linear expenditure system"
                },
                {
                    "tag": "Genetic algorithm"
                },
                {
                    "tag": "Water demand"
                },
                {
                    "tag": "author:  Yi-Ming Wei"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: ymwei@deas.harvard.edu"
                },
                {
                    "tag": "platform: Swarm"
                },
                {
                    "tag": "sponsor:  National Natural Science Foundation of China"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/CTD3HU3Z",
                "dc:replaces": "http://zotero.org/groups/289063/items/3QFDG9T9"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:44Z"
        }
    },
    {
        "key": "7UVXNQH8",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/7UVXNQH8",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/7UVXNQH8",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Yin et al.",
            "parsedDate": "2014-05",
            "numChildren": 0
        },
        "data": {
            "key": "7UVXNQH8",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "An agent-based modeling system for travel demand simulation for hurricane evacuation",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Weihao",
                    "lastName": "Yin"
                },
                {
                    "creatorType": "author",
                    "firstName": "Pamela",
                    "lastName": "Murray-Tuite"
                },
                {
                    "creatorType": "author",
                    "firstName": "Satish V.",
                    "lastName": "Ukkusuri"
                },
                {
                    "creatorType": "author",
                    "firstName": "Hugh",
                    "lastName": "Gladwin"
                }
            ],
            "abstractNote": "This paper presents an agent-based travel demand model system for hurricane evacuation simulation, which is capable of generating comprehensive household activity-travel plans. The system implements econometric and statistical models that represent travel and decision-making behavior throughout the evacuation process. The system considers six typical evacuation decisions: evacuate/stay, accommodation type choice, evacuation destination choice, mode choice, vehicle usage choice, and departure time choice. It explicitly captures the shadow evacuation population. In addition, the model system captures pre-evacuation preparation activities using an activity-based approach. A demonstration study that predicts activity-travel patterns using model parameters estimated for the Miami-Dade area for a hypothetical category-4 hurricane is discussed. The simulation results clearly indicate the model system produces a distribution of choice patterns that is consistent with sample observations and existing literature. The model system also identifies the proportion of the shadow evacuation population and their geographical extent. About 23% of the population outside the designated evacuation zone would evacuate. The shadow evacuation demand is mainly located within 5 km of the coastline. The output demand of the model system works with agent-based traffic simulation tools and conventional trip-based simulation tools. (C) 2014 Elsevier Ltd. All rights reserved.",
            "publicationTitle": "TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES",
            "publisher": "",
            "place": "",
            "date": "May 2014",
            "volume": "42",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "44-59",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.trc.2014.02.015",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0968-090X",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Hurricane evacuation"
                },
                {
                    "tag": "Travel demand"
                },
                {
                    "tag": "agent-based simulation"
                },
                {
                    "tag": "author:   Weihao Yin"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email:   alexyin@vt.edu"
                },
                {
                    "tag": "platform: C++"
                },
                {
                    "tag": "sponsor: National Science Foundation"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/5ZCI4PXE",
                "dc:replaces": "http://zotero.org/groups/289063/items/C88X8BXJ"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:40Z"
        }
    },
    {
        "key": "6SWSKAKP",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/6SWSKAKP",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/6SWSKAKP",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Yavas and Yucel",
            "parsedDate": "2014-06",
            "numChildren": 0
        },
        "data": {
            "key": "6SWSKAKP",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Impact of Homophily on Diffusion Dynamics Over Social Networks",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Mustafa",
                    "lastName": "Yavas"
                },
                {
                    "creatorType": "author",
                    "firstName": "Gonenc",
                    "lastName": "Yucel"
                }
            ],
            "abstractNote": "The purpose of this study is to analyze the impact of homophily on diffusion over social networks. An agent-based simulation model is developed to serve as the experimental ground for this analysis. Diffusion dynamics of a nonsticky innovation is investigated by varying homophily levels in the social network depicted in the model as the primary control variable. First of all, the results show that homophily is self-reinforcing. Second, starting from a nonhomophilous network, early increases in the level of homophily have a positive effect on the extent of diffusion, whereas further increases have a negative impact. Finally, several local minima and maxima are observed in the relation between the homophily level and the extent of diffusion. Our analysis focuses on node properties such as connectedness and average degrees in order to explain the observed regular relationship between homophily and diffusion. We argue that (i) homophily increases the connectedness of different status groups separately and (ii) increasing levels of homophily decreases the marginal importance of a single homophilous tie by increasing the sources of valuable information. Future research involves investigating the coevolution of social behavior and networks by allowing the adopted innovation to lead to value homophily, exploration of different diffusion initiation types, and different adoption heuristics.",
            "publicationTitle": "SOCIAL SCIENCE COMPUTER REVIEW",
            "publisher": "",
            "place": "",
            "date": "June 2014",
            "volume": "32",
            "issue": "3",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "354-372",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1177/0894439313512464",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0894-4393",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based model"
                },
                {
                    "tag": "Segregation"
                },
                {
                    "tag": "Simulation"
                },
                {
                    "tag": "Social networks"
                },
                {
                    "tag": "author: Mustafa Yavaş"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "diffusion"
                },
                {
                    "tag": "docs: pseudocode"
                },
                {
                    "tag": "email: mustafa.yavas@boun.edu.tr"
                },
                {
                    "tag": "formal models"
                },
                {
                    "tag": "homophily"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor:  Marie Curie Programme"
                },
                {
                    "tag": "threshold models"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/9JI6HUIM",
                "dc:replaces": "http://zotero.org/groups/289063/items/CJUXFECW"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:35Z"
        }
    },
    {
        "key": "G5FXTG9E",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/G5FXTG9E",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/G5FXTG9E",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Yang et al.",
            "parsedDate": "2014-07",
            "numChildren": 0
        },
        "data": {
            "key": "G5FXTG9E",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Examining the Impact of the Walking School Bus With an Agent-Based Model",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Yong",
                    "lastName": "Yang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Ana",
                    "lastName": "Diez-Roux"
                },
                {
                    "creatorType": "author",
                    "firstName": "Kelly R.",
                    "lastName": "Evenson"
                },
                {
                    "creatorType": "author",
                    "firstName": "Natalie",
                    "lastName": "Colabianchi"
                }
            ],
            "abstractNote": "We used an agent-based model to examine the impact of the walking school bus (WSB) on children's active travel to school. We identified a synergistic effect of the WSB with other intervention components such as an educational campaign designed to improve attitudes toward active travel to school. Results suggest that to maximize active travel to school, children should arrive on time at “bus stops” to allow faster WSB walking speeds. We also illustrate how an agent-based model can be used to identify the location of routes maximizing the effects of the WSB on active travel. Agent-based models can be used to examine plausible effects of the WSB on active travel to school under various conditions and to identify ways of implementing the WSB that maximize its effectiveness.",
            "publicationTitle": "AMERICAN JOURNAL OF PUBLIC HEALTH",
            "publisher": "",
            "place": "",
            "date": "July 2014",
            "volume": "104",
            "issue": "7",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "1196-1203",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.2105/AJPH.2014.301896",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0090-0036",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "author: Yong Yang"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: yangyong712@hotmail.com"
                },
                {
                    "tag": "platform: Java"
                },
                {
                    "tag": "sponsor: National Heart, Lung and Blood Institute and the Office of Behavioral and Social Sciences Research"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/BSZZNVAG",
                "dc:replaces": "http://zotero.org/groups/289063/items/JD32JG4H"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:29Z"
        }
    },
    {
        "key": "9CMDDZBR",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/9CMDDZBR",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/9CMDDZBR",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Yang et al.",
            "parsedDate": "2014-01-02",
            "numChildren": 1
        },
        "data": {
            "key": "9CMDDZBR",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Environmental implications of rural policies in China: a multi-agent model at the level of agricultural households",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Shunshun",
                    "lastName": "Yang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Hongjuan",
                    "lastName": "Qu"
                },
                {
                    "creatorType": "author",
                    "firstName": "Shengji",
                    "lastName": "Luan"
                },
                {
                    "creatorType": "author",
                    "firstName": "Carolien",
                    "lastName": "Kroeze"
                }
            ],
            "abstractNote": "We analyzed the socioeconomic and environmental changes in rural China from the perspective of agricultural households and developed a multi-agent agricultural household model for rural environmental management (MAREM). The MAREM model consists of four submodules: the agricultural household production module, the consumption module, the labor supply module, and the environmental assessment module. In the model, virtual agricultural households exist in a hypothetical village. Farmers follow a self-adaptive approach to learn and understand policy variations, in order to make relevant decisions. The model has been validated through simulation of actual trends (the based-on-reality scenario). On the basis of this scenario, we further analyzed possible future trends in rural environmental pollution in China. Our results reflect that China may enter a period of farmer income stagnation accompanied by a rapid deterioration in rural environmental quality. Ammonia emission from livestock production may become the primary agricultural source of air pollution, and eutrophication is calculated to be the major water pollution issue for the long term. Synthetic fertilizer application is projected to be the dominant source of total nitrogen (N) and phosphorus (P) in aquatic system (contributing to about 64% and 46% of the total discharge, respectively). Our study shows that MAREM is an effective tool to analyze the interactions between agricultural households' behavior and environmental consequences under specific policies in China.",
            "publicationTitle": "JOURNAL OF INTEGRATIVE ENVIRONMENTAL SCIENCES",
            "publisher": "",
            "place": "",
            "date": "JAN 2 2014",
            "volume": "11",
            "issue": "1",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "17-37",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1943-815X",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Decision-Making"
                },
                {
                    "tag": "agricultural household"
                },
                {
                    "tag": "author: Shengji Luan"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: luansj@pkusz.edu.cn"
                },
                {
                    "tag": "environmental management"
                },
                {
                    "tag": "multi-agent based model"
                },
                {
                    "tag": "platform:  Java"
                },
                {
                    "tag": "rural policy"
                },
                {
                    "tag": "sponsor: national Key Technology R&D Program"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/QWQRDUZZ",
                "dc:replaces": "http://zotero.org/groups/289063/items/TGEARG5E"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:24Z"
        }
    },
    {
        "key": "8J9QU5RS",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/8J9QU5RS",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/8J9QU5RS",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Xu et al.",
            "parsedDate": "2014-03-31",
            "numChildren": 0
        },
        "data": {
            "key": "8J9QU5RS",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Individual Bias and Organizational Objectivity: An Agent-Based Simulation",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Bo",
                    "lastName": "Xu"
                },
                {
                    "creatorType": "author",
                    "firstName": "Renjing",
                    "lastName": "Liu"
                },
                {
                    "creatorType": "author",
                    "firstName": "Weijiao",
                    "lastName": "Liu"
                }
            ],
            "abstractNote": "We introduce individual bias to the simulation model of exploration and exploitation and examine the joint effects of individual bias and other parameters, aiming to answer two questions: First, whether reducing individual bias can increase organizational objectivity? Second, whether measures, such as increasing organization size, can increase organizational objectivity in the presence of individual bias? Our results show that individual bias has both positive and negative effects, and reducing individual bias may be not beneficial when organization size is large or environment is turbulent. Diverse knowledge resulting from large organization size can help avoid the negative effects of individual bias when the bias is strong enough so that the individuals who are less limited by bias can be distinguished as the source of learning. Our results also suggest that increasing interpersonal learning, decreasing learning from the organization, task complexity, and environmental turbulence, and maintaining personnel turnover can improve organizational objectivity in the presence of individual bias.",
            "publicationTitle": "JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION",
            "publisher": "",
            "place": "",
            "date": "MAR 31 2014",
            "volume": "17",
            "issue": "2",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1460-7425",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based modeling"
                },
                {
                    "tag": "Diversity"
                },
                {
                    "tag": "Exploitation"
                },
                {
                    "tag": "Exploration"
                },
                {
                    "tag": "Individual Bias"
                },
                {
                    "tag": "author: Bo Xu"
                },
                {
                    "tag": "codeurl: <http://www.openabm.org/model/3742>"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: ericshyu@foxmail.com"
                },
                {
                    "tag": "platform:  Netlogo"
                },
                {
                    "tag": "sponsor: Doctoral Fund of Ministry of Education of China"
                },
                {
                    "tag": "sponsor: National Natural Science Foundation of China"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": [
                    "http://zotero.org/groups/284000/items/SUIQDJWC",
                    "http://zotero.org/users/540283/items/2W82FSEK"
                ],
                "dc:replaces": "http://zotero.org/groups/289063/items/68JJXBGB"
            },
            "dateAdded": "2014-09-17T20:46:55Z",
            "dateModified": "2015-05-13T16:29:20Z"
        }
    },
    {
        "key": "SDB29HXE",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/SDB29HXE",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/SDB29HXE",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Xie and Fan",
            "parsedDate": "2014-05",
            "numChildren": 0
        },
        "data": {
            "key": "SDB29HXE",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Multi-city sustainable regional urban growth simulation-MSRUGS: a case study along the mid-section of Silk Road of China",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Yichun",
                    "lastName": "Xie"
                },
                {
                    "creatorType": "author",
                    "firstName": "Siyu",
                    "lastName": "Fan"
                }
            ],
            "abstractNote": "Urban growth along the middle section of the ancient silk-road of China (so called West Yellow River Corridor-He-Xi Corridor) has taken a unique path deviating from what is commonly seen in the coastal China. Urban growth here has been driven by historical heritage, transportation connection between East and West China, and mineral exploitation. However, it has been constrained by water shortage and harsh natural environment because this region is located in arid and semi-arid climate zones. This paper attempts to construct a multi-city agent-based model to explore possible trajectories of regional urban growth along the entire He-Xi Corridor under a severe environment risk, over urban growth under an extreme threat of water shortage. In contrast with current ABM approaches, our model will simulate urban growth in a large administrative region consisting of a system of cities. It simultaneously considers the spatial variations of these cities in terms of population size, development history, water resource endowment and sustainable development potential. It also explores potential impacts of exogenous inter-city interactions on future urban growth on the basis of urban gravity model. The algorithmic foundations of three types of agents, developers, conservationists and regional-planners, are discussed. Simulations with regard to three different development scenarios are presented and analyzed.",
            "publicationTitle": "STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT",
            "publisher": "",
            "place": "",
            "date": "May 2014",
            "volume": "28",
            "issue": "4",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "829-841",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1007/s00477-012-0680-z",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1436-3240",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based model"
                },
                {
                    "tag": "Environmental risk"
                },
                {
                    "tag": "Gravity model"
                },
                {
                    "tag": "Multi-city regional simulation"
                },
                {
                    "tag": "Silk-road"
                },
                {
                    "tag": "Water shortage"
                },
                {
                    "tag": "author:  Yichun Xie"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: yxie@emich.edu"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "dc:replaces": "http://zotero.org/groups/289063/items/X5K6WKIC",
                "owl:sameAs": "http://zotero.org/users/540283/items/NWGKQ93F"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:15Z"
        }
    },
    {
        "key": "XW6A3VGC",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/XW6A3VGC",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/XW6A3VGC",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Xie et al.",
            "parsedDate": "2014",
            "numChildren": 0
        },
        "data": {
            "key": "XW6A3VGC",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Agent-Based Modeling and Simulation for the Bus-Corridor Problem in a Many-to-One Mass Transit System",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Qinmu",
                    "lastName": "Xie"
                },
                {
                    "creatorType": "author",
                    "firstName": "Shoufeng",
                    "lastName": "Ma"
                },
                {
                    "creatorType": "author",
                    "firstName": "Ning",
                    "lastName": "Jia"
                },
                {
                    "creatorType": "author",
                    "firstName": "Yang",
                    "lastName": "Gao"
                }
            ],
            "abstractNote": "With the growing problem of urban traffic congestion, departure time choice is becoming a more important factor to commuters. By using multiagent modeling and the Bush-Mosteller reinforcement learning model, we simulated the day-to-day evolution of commuters' departure time choice on a many-to-one mass transit system during the morning peak period. To start with, we verified the model by comparison with traditional analytical methods. Then the formation process of departure time equilibrium is investigated additionally. Seeing the validity of the model, some initial assumptions were relaxed and two groups of experiments were carried out considering commuters' heterogeneity and memory limitations. The results showed that heterogeneous commuters' departure time distribution is broader and has a lower peak at equilibrium and different people behave in different pattern. When each commuter has a limited memory, some fluctuations exist in the evolutionary dynamics of the system, and hence an ideal equilibrium can hardly be reached. This research is helpful in acquiring a better understanding of commuter's departure time choice and commuting equilibrium of the peak period; the approach also provides an effective way to explore the formation and evolution of complicated traffic phenomena.",
            "publicationTitle": "DISCRETE DYNAMICS IN NATURE AND SOCIETY",
            "publisher": "",
            "place": "",
            "date": "2014",
            "volume": "",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1155/2014/652869",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1026-0226",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "author: Ning Jia"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: jia ning@tju.edu.cn"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor: National Natural Science Foundation of China"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/GCRNU87V",
                "dc:replaces": "http://zotero.org/groups/289063/items/GQJ5AB7C"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:11Z"
        }
    },
    {
        "key": "BVP3RG6V",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/BVP3RG6V",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/BVP3RG6V",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Wu et al.",
            "parsedDate": "2014-05-13",
            "numChildren": 0
        },
        "data": {
            "key": "BVP3RG6V",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Intra-Urban Human Mobility and Activity Transition: Evidence from Social Media Check-In Data",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Lun",
                    "lastName": "Wu"
                },
                {
                    "creatorType": "author",
                    "firstName": "Ye",
                    "lastName": "Zhi"
                },
                {
                    "creatorType": "author",
                    "firstName": "Zhengwei",
                    "lastName": "Sui"
                },
                {
                    "creatorType": "author",
                    "firstName": "Yu",
                    "lastName": "Liu"
                }
            ],
            "abstractNote": "Most existing human mobility literature focuses on exterior characteristics of movements but neglects activities, the driving force that underlies human movements. In this research, we combine activity-based analysis with a movement-based approach to model the intra-urban human mobility observed from about 15 million check-in records during a yearlong period in Shanghai, China. The proposed model is activity-based and includes two parts: the transition of travel demands during a specific time period and the movement between locations. For the first part, we find the transition probability between activities varies over time, and then we construct a temporal transition probability matrix to represent the transition probability of travel demands during a time interval. For the second part, we suggest that the travel demands can be divided into two classes, locationally mandatory activity (LMA) and locationally stochastic activity (LSA), according to whether the demand is associated with fixed location or not. By judging the combination of predecessor activity type and successor activity type we determine three trip patterns, each associated with a different decay parameter. To validate the model, we adopt the mechanism of an agent-based model and compare the simulated results with the observed pattern from the displacement distance distribution, the spatio-temporal distribution of activities, and the temporal distribution of travel demand transitions. The results show that the simulated patterns fit the observed data well, indicating that these findings open new directions for combining activity-based analysis with a movement-based approach using social media check-in data.",
            "publicationTitle": "PLOS ONE",
            "publisher": "",
            "place": "",
            "date": "MAY 13 2014",
            "volume": "9",
            "issue": "5",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1371/journal.pone.0097010",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1932-6203",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "author: Lun Wu"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: liuyu@urban.pku.edu.cn"
                },
                {
                    "tag": "platform: none"
                },
                {
                    "tag": "sponsor: NSFC"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "dc:replaces": "http://zotero.org/groups/289063/items/TG3DSA54",
                "owl:sameAs": "http://zotero.org/users/540283/items/9NC7UNKI"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:06Z"
        }
    },
    {
        "key": "5UGZ959E",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/5UGZ959E",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/5UGZ959E",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Wren et al.",
            "parsedDate": "2014-04",
            "numChildren": 0
        },
        "data": {
            "key": "5UGZ959E",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "The role of spatial foresight in models of hominin dispersal",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Colin D.",
                    "lastName": "Wren"
                },
                {
                    "creatorType": "author",
                    "firstName": "Julian Z.",
                    "lastName": "Xue"
                },
                {
                    "creatorType": "author",
                    "firstName": "Andre",
                    "lastName": "Costopoulos"
                },
                {
                    "creatorType": "author",
                    "firstName": "Ariane",
                    "lastName": "Burke"
                }
            ],
            "abstractNote": "Increasingly sophisticated hominin cognition is assumed to play an important role in major dispersal events but it is unclear what that role is. We present an agent-based model showing that there is a close relationship between level of foresight, environmental heterogeneity, and population dispersibility. We explore the dynamics between these three factors and discuss how they may affect the capacity of a hominin population to disperse. Generally, we find that high levels of environmental heterogeneity select for increased foresight and that high levels of foresight tend to reduce dispersibility. This suggests that cognitively complex hominins in heterogeneous environments have low dispersibility relative to cognitively less complex organisms in more homogeneous environments. The model predicts that the environments leading up to major episodes of dispersal, such as the initial hominin dispersal into Eurasia, were likely relatively low in spatial heterogeneity and that the dispersing hominins had relatively low foresight. (C) 2014 Elsevier Ltd. All rights reserved.",
            "publicationTitle": "JOURNAL OF HUMAN EVOLUTION",
            "publisher": "",
            "place": "",
            "date": "April 2014",
            "volume": "69",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "70-78",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.jhevol.2014.02.004",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0047-2484",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based modelling"
                },
                {
                    "tag": "Environmental heterogeneity"
                },
                {
                    "tag": "Hominin cognition"
                },
                {
                    "tag": "Simulation"
                },
                {
                    "tag": "author:  Colin D. Wren"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: colin.wren@mail.mcgill.ca"
                },
                {
                    "tag": "platform: Netlogo"
                },
                {
                    "tag": "sponsor:  Fonds de Recherche Société et Culture"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/DBKC6XWI",
                "dc:replaces": "http://zotero.org/groups/289063/items/BWFREEWN"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:29:01Z"
        }
    },
    {
        "key": "4H7NUK2J",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/4H7NUK2J",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/4H7NUK2J",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Wolff et al.",
            "parsedDate": "2014-02",
            "numChildren": 0
        },
        "data": {
            "key": "4H7NUK2J",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Modelling the effect of myosin X motors on filopodia growth",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "K.",
                    "lastName": "Wolff"
                },
                {
                    "creatorType": "author",
                    "firstName": "C.",
                    "lastName": "Barrett-Freeman"
                },
                {
                    "creatorType": "author",
                    "firstName": "M. R.",
                    "lastName": "Evans"
                },
                {
                    "creatorType": "author",
                    "firstName": "A. B.",
                    "lastName": "Goryachev"
                },
                {
                    "creatorType": "author",
                    "firstName": "D.",
                    "lastName": "Marenduzzo"
                }
            ],
            "abstractNote": "We present a numerical simulation study of the dynamics of filopodial growth in the presence of active transport by myosin X motors. We employ both a microscopic agent-based model, which captures the stochasticity of the growth process, and a continuum mean-field theory which neglects fluctuations. We show that in the absence of motors, filopodia growth is overestimated by the continuum mean-field theory. Thus fluctuations slow down the growth, especially when the protrusions are driven by a small number (10 or less) of F-actin fibres, and when the force opposing growth (coming from membrane elasticity) is large enough. We also show that, with typical parameter values for eukaryotic cells, motors are unlikely to provide an actin transport mechanism which enhances filopodial size significantly, unless the G-actin concentration within the filopodium greatly exceeds that of the cytosol bulk. We explain these observations in terms of order-of-magnitude estimates of diffusion-induced and advection-induced growth of a bundle of Brownian ratchets.",
            "publicationTitle": "PHYSICAL BIOLOGY",
            "publisher": "",
            "place": "",
            "date": "February 2014",
            "volume": "11",
            "issue": "1",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1088/1478-3975/11/1/016005",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1478-3967",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Author: Katrin Wolff"
                },
                {
                    "tag": "Brownian ratchet"
                },
                {
                    "tag": "agent-based simulations"
                },
                {
                    "tag": "codeurl:  none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: katrin.wolff@tu-berlin.de"
                },
                {
                    "tag": "filopodia growth"
                },
                {
                    "tag": "myosin X motors"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/22EGKMFW",
                "dc:replaces": "http://zotero.org/groups/289063/items/ABNGV7NS"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:56Z"
        }
    },
    {
        "key": "NPFTCT54",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/NPFTCT54",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/NPFTCT54",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "White",
            "parsedDate": "2014-06",
            "numChildren": 0
        },
        "data": {
            "key": "NPFTCT54",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Mortality, Fertility, and the OY Ratio in a Model Hunter-Gatherer System",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Andrew A.",
                    "lastName": "White"
                }
            ],
            "abstractNote": "An agent-based model (ABM) is used to explore how the ratio of old to young adults (the OY ratio) in a sample of dead individuals is related to aspects of mortality, fertility, and longevity experienced by the living population from which the sample was drawn. The ABM features representations of rules, behaviors, and constraints that affect person- and household-level decisions about marriage, reproduction, and infant mortality in hunter-gatherer systems. The demographic characteristics of the larger model system emerge through human-level interactions playing out in the context of global parameters that can be adjusted to produce a range of mortality and fertility conditions. Model data show a relationship between the OY ratios of living populations (the living OY ratio) and assemblages of dead individuals drawn from those populations (the dead OY ratio) that is consistent with that from empirically known ethnographic hunter-gatherer cases. The dead OY ratio is clearly related to the mean ages, mean adult mortality rates, and mean total fertility rates experienced by living populations in the model. Sample size exerts a strong effect on the accuracy with which the calculated dead OY ratio reflects the actual dead OY ratio of the complete assemblage. These results demonstrate that the dead OY ratio is a potentially useful metric for paleodemographic analysis of changes in mortality and mean age, and suggest that, in general, hunter-gatherer populations with higher mortality, higher fertility, and lower mean ages are characterized by lower dead OY ratios. Am J Phys Anthropol 154:222-231, 2014. (c) 2014 Wiley Periodicals, Inc.",
            "publicationTitle": "AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY",
            "publisher": "",
            "place": "",
            "date": "June 2014",
            "volume": "154",
            "issue": "2",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "222-231",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1002/ajpa.22495",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0002-9483",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based model"
                },
                {
                    "tag": "Demography"
                },
                {
                    "tag": "author: Andrew A. White"
                },
                {
                    "tag": "codeurl: https://www.openabm.org/system/files_force/models/4087/v1/code/FN3D_V2_Code_Files.zip?download=1"
                },
                {
                    "tag": "complex systems theory"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: aawhite@umich.edu"
                },
                {
                    "tag": "longevity"
                },
                {
                    "tag": "paleodemography"
                },
                {
                    "tag": "platform: Java"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/QK5HAQIG",
                "dc:replaces": "http://zotero.org/groups/289063/items/7RPQN4AH"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:52Z"
        }
    },
    {
        "key": "JSNSU8CU",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/JSNSU8CU",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/JSNSU8CU",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Welch et al.",
            "parsedDate": "2014-10",
            "numChildren": 0
        },
        "data": {
            "key": "JSNSU8CU",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Applying GIS and high performance agent-based simulation for managing an Old World Screwworm fly invasion of Australia",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "M. C.",
                    "lastName": "Welch"
                },
                {
                    "creatorType": "author",
                    "firstName": "P. W.",
                    "lastName": "Kwan"
                },
                {
                    "creatorType": "author",
                    "firstName": "A. S. M.",
                    "lastName": "Sajeev"
                }
            ],
            "abstractNote": "Agent-based modelling has proven to be a promising approach for developing rich simulations for complex phenomena that provide decision support functions across a broad range of areas including biological, social and agricultural sciences. This paper demonstrates how high performance computing technologies, namely General-Purpose Computing on Graphics Processing Units (GPGPU), and commercial Geographic Information Systems (GIS) can be applied to develop a national scale, agent-based simulation of an incursion of Old World Screwworm fly COWS fly) into the Australian mainland. The development of this simulation model leverages the combination of massively data-parallel processing capabilities supported by NVidia's Compute Unified Device Architecture (CUDA) and the advanced spatial visualisation capabilities of GIS. These technologies have enabled the implementation of an individual-based, stochastic lifecycle and dispersal algorithm for the OWS fly invasion. The simulation model draws upon a wide range of biological data as input to stochastically determine the reproduction and survival of the OWS fly through the different stages of its lifecycle and dispersal of gravid females. Through this model, a highly efficient computational platform has been developed for studying the effectiveness' of control and mitigation strategies and their associated economic impact on livestock industries can be materialised. Copyright (C) International Atomic Energy Agency 2014. Published by Elsevier B.V. All rights reserved.",
            "publicationTitle": "ACTA TROPICA",
            "publisher": "",
            "place": "",
            "date": "October 2014",
            "volume": "138",
            "issue": "S, SI",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "S82-S93",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.actatropica.2014.03.021",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0001-706X",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based model"
                },
                {
                    "tag": "Chrysomya bezziana"
                },
                {
                    "tag": "General Purpose Graphic Processing Units"
                },
                {
                    "tag": "Geographical Information System"
                },
                {
                    "tag": "Old World Screwworm fly"
                },
                {
                    "tag": "author: M.C. Welch"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "computational modelling"
                },
                {
                    "tag": "docs: pseudocode"
                },
                {
                    "tag": "email: paul.kwan@une.edu.au"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/CGBUHZ9C",
                "dc:replaces": "http://zotero.org/groups/289063/items/J7R8UCE3"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:47Z"
        }
    },
    {
        "key": "4VP7SUDN",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/4VP7SUDN",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/4VP7SUDN",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Weinberg and Levy",
            "parsedDate": "2014-06-15",
            "numChildren": 0
        },
        "data": {
            "key": "4VP7SUDN",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Modeling selective local interactions with memory: Motion on a 2D lattice",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Daniel",
                    "lastName": "Weinberg"
                },
                {
                    "creatorType": "author",
                    "firstName": "Doron",
                    "lastName": "Levy"
                }
            ],
            "abstractNote": "We consider a system of particles that simultaneously move on a two-dimensional periodic lattice at discrete times steps. Particles remember their last direction of movement and may either choose to continue moving in this direction, remain stationary, or move toward one of their neighbors. The form of motion is chosen based on predetermined stationary probabilities. Simulations of this model reveal a connection between these probabilities and the emerging patterns and size of aggregates. In addition, we develop a reaction-diffusion master equation from which we derive a system of ODEs describing the dynamics of the particles on the lattice. Simulations demonstrate that solutions of the ODEs may replicate the aggregation patterns produced by the stochastic particle model. We investigate conditions on the parameters that influence the locations at which particles prefer to aggregate. This work is a two-dimensional generalization of Galante and Levy (2012), in which the corresponding one-dimensional problem was studied. (C) 2014 Elsevier B.V. All rights reserved.",
            "publicationTitle": "PHYSICA D-NONLINEAR PHENOMENA",
            "publisher": "",
            "place": "",
            "date": "JUN 15 2014",
            "volume": "278",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "13-30",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.physd.2014.04.001",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0167-2789",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based models"
                },
                {
                    "tag": "Group dynamics"
                },
                {
                    "tag": "Reaction-diffusion master equation"
                },
                {
                    "tag": "author: Daniel Weinberg"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "collective motion"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: dweinberg@cscamm.umd.edu"
                },
                {
                    "tag": "platform: Netlogo"
                },
                {
                    "tag": "sponsor: National Science Foundation"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/9INU22CB",
                "dc:replaces": "http://zotero.org/groups/289063/items/AQASM825"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:40Z"
        }
    },
    {
        "key": "QD37JIWV",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/QD37JIWV",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/QD37JIWV",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Wei et al.",
            "parsedDate": "2014-08",
            "numChildren": 0
        },
        "data": {
            "key": "QD37JIWV",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "A Multi-agent System for Policy Design of Tick Size in Stock Index Futures Markets",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Lijian",
                    "lastName": "Wei"
                },
                {
                    "creatorType": "author",
                    "firstName": "Wei",
                    "lastName": "Zhang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Xiong",
                    "lastName": "Xiong"
                },
                {
                    "creatorType": "author",
                    "firstName": "Yu",
                    "lastName": "Zhao"
                }
            ],
            "abstractNote": "This paper proposes a multi-agent system for policy design on tick size in the China Securities Index (CSI) 300 index futures market. According to the investors' structure, trading frequency and order submission in the real CSI 300 index futures market, our multi-agent system includes informed and uninformed traders, and the uninformed traders are classified into three types: intelligent traders, simple traders, and liquidity traders. We examine how tick size affects information dissemination efficiency and market liquidity by observing trading interaction between traders. In particular, we focus on examining price forecasting and order submission strategies. This multi-agent system reproduces key characteristics of the price dynamics and stylized facts observable in the real CSI 300 index futures market. Simulations show that tick size has a contrary impact on information dissemination efficiency and market liquidity. While reducing tick size improves market liquidity, it also reduces information dissemination efficiency. Therefore, decision-makers have to make a trade-off between information dissemination efficiency and market liquidity in terms of tick size. Our model contributes to building a multi-agent system realistically and thus reduces the modelling risk in policy design. Copyright (C) 2014 John Wiley & Sons, Ltd.",
            "publicationTitle": "SYSTEMS RESEARCH AND BEHAVIORAL SCIENCE",
            "publisher": "",
            "place": "",
            "date": "JUL-AUG 2014",
            "volume": "31",
            "issue": "4, SI",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "512-526",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1002/sres.2292",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1092-7026",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-Based Computational Economics"
                },
                {
                    "tag": "Multi-agent system"
                },
                {
                    "tag": "policy design"
                },
                {
                    "tag": "stock index futures"
                },
                {
                    "tag": "tick size"
                }
            ],
            "collections": [
                "3HM4CEW5"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/XNSXNJQI",
                "dc:replaces": "http://zotero.org/groups/289063/items/GH5R5P49"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:35Z"
        }
    },
    {
        "key": "HS5C7TP3",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/HS5C7TP3",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/HS5C7TP3",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Weber et al.",
            "parsedDate": "2014-04-25",
            "numChildren": 0
        },
        "data": {
            "key": "HS5C7TP3",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Defect-Mediated Phase Transitions in Active Soft Matter",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Christoph A.",
                    "lastName": "Weber"
                },
                {
                    "creatorType": "author",
                    "firstName": "Christopher",
                    "lastName": "Bock"
                },
                {
                    "creatorType": "author",
                    "firstName": "Erwin",
                    "lastName": "Frey"
                }
            ],
            "abstractNote": "How do topological defects affect the degree of order in active matter? To answer this question we investigate an agent-based model of self-propelled particles, which accounts for polar alignment and short-ranged repulsive interactions. For strong alignment forces we find collectively moving polycrystalline states with fluctuating networks of grain boundaries. In the regime where repulsive forces dominate, the fluctuations generated by the active system give rise to quasi-long-range transitional order, but-unlike the thermal system-without creating topological defects.",
            "publicationTitle": "PHYSICAL REVIEW LETTERS",
            "publisher": "",
            "place": "",
            "date": "APR 25 2014",
            "volume": "112",
            "issue": "16",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1103/PhysRevLett.112.168301",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0031-9007",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [],
            "collections": [],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/HZ6TWHMP",
                "dc:replaces": "http://zotero.org/groups/289063/items/RIPECDRF"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:30Z"
        }
    },
    {
        "key": "GUXZ5I3A",
        "version": 3573,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/GUXZ5I3A",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/GUXZ5I3A",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Was and Lubas",
            "parsedDate": "2014-12-25",
            "numChildren": 0
        },
        "data": {
            "key": "GUXZ5I3A",
            "version": 3573,
            "itemType": "journalArticle",
            "title": "Towards realistic and effective Agent-based models of crowd dynamics",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Jaroslaw",
                    "lastName": "Was"
                },
                {
                    "creatorType": "author",
                    "firstName": "Robert",
                    "lastName": "Lubas"
                }
            ],
            "abstractNote": "The authors propose a new methodology for creating realistic and effective models of crowd dynamics, which takes into account the Agent-based approach combined with non-homogeneous and asynchronous Cellular Automata. The proposed methodology makes it possible to model pedestrians' dynamics in complex environments, like stadiums or shopping centers, and enables mimicking of the pedestrians' complex decision making process on different levels: strategic and tactical/operational. On the other hand, the use of the Agent-based approach makes it possible to apply different scenarios and situational contexts, namely competitive and non-competitive evacuation or free movement of pedestrians. The proposed approach was tested in large-scale test cases, namely the evacuation of the Allianz Arena football stadium in Munich and other stadiums like Wisla Krakow Stadium or GKS Tychy Stadium, as well as AGH University facilities. (C) 2014 Elsevier B.V. All rights reserved.",
            "publicationTitle": "NEUROCOMPUTING",
            "publisher": "",
            "place": "",
            "date": "DEC 25 2014",
            "volume": "146",
            "issue": "SI",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "199-209",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1016/j.neucom.2014.04.057",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "0925-2312",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based models of crowd"
                },
                {
                    "tag": "Crowd dynamics"
                },
                {
                    "tag": "Crowd simulation"
                },
                {
                    "tag": "Social Distances model"
                },
                {
                    "tag": "author: Jaroslaw Was"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "docs: pseudocode"
                },
                {
                    "tag": "email: jarek@agh.edu.pl"
                },
                {
                    "tag": "platform: unknown"
                },
                {
                    "tag": "sponsor: none"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/WNUZ3K9A",
                "dc:replaces": "http://zotero.org/groups/289063/items/ATHXJHBW"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:28:25Z"
        }
    },
    {
        "key": "XFWH5JZ5",
        "version": 3559,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/XFWH5JZ5",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/XFWH5JZ5",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Warner and Afifi",
            "parsedDate": "2014-01-02",
            "numChildren": 0
        },
        "data": {
            "key": "XFWH5JZ5",
            "version": 3559,
            "itemType": "journalArticle",
            "title": "Where the rain falls: Evidence from 8 countries on how vulnerable households use migration to manage the risk of rainfall variability and food insecurity",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Koko",
                    "lastName": "Warner"
                },
                {
                    "creatorType": "author",
                    "firstName": "Tamer",
                    "lastName": "Afifi"
                }
            ],
            "abstractNote": "Up to present, research relating environmental change to human mobility has found out that environmental factors can play a role in migration without being conclusive. Further, in the context of climate change, scholarly literature on migration ranges across a host of climatic stressors and geographies, making it difficult to date to solve the debate whether migration is a form of adaptation or an indicator of limits to adaptation. To address both of these debates, original research was undertaken to answer the question `under what circumstances do households (HHs) use migration as a risk management strategy when facing rainfall variability and food insecurity?'. This research administered a HH survey (n = 1300) and participatory research (n = 2000 respondents) in districts in eight countries (Guatemala, Peru, Ghana, Tanzania, Bangladesh, India, Thailand, and Vietnam). The findings reveal that the answer to how climatic stressors affect migration decisions and the degree to which migration improves the adaptive capacity of those HHs lie in the vulnerability of the HH and its sensitivity to climatic factors. The data reveal for the first time in a comparable global study distinct HH profiles of `resilience' and `vulnerability'. At the same time, the article distinguishes between `content' migration - rather associated with resilient HHs - and `erosive' migration - rather associated with vulnerable HHs. However, the article also highlights that there are not always clear cuts but very often grey areas and overlaps among the HHs of the study when applying these typologies. Moreover, the article relates these profiles to an agent-based modelling approach applied in the Tanzania case to explore under what scenarios rainfall variability and food security have the potential to become significant drivers of human mobility in particular regions of the world in the next two to three decades.",
            "publicationTitle": "CLIMATE AND DEVELOPMENT",
            "publisher": "",
            "place": "",
            "date": "JAN 2 2014",
            "volume": "6",
            "issue": "1, SI",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "1-17",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1080/17565529.2013.835707",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1756-5529",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Adaptation"
                },
                {
                    "tag": "Climate change"
                },
                {
                    "tag": "Migration"
                },
                {
                    "tag": "author: Koko Warmer"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "docs: none"
                },
                {
                    "tag": "email: afifi@ehs.unu.edu"
                },
                {
                    "tag": "platform: none"
                },
                {
                    "tag": "sponsor: none"
                },
                {
                    "tag": "vulnerability"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/GMRMEG2F",
                "dc:replaces": "http://zotero.org/groups/289063/items/R9HF2CT3"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:16:42Z"
        }
    },
    {
        "key": "2ZIC7FGW",
        "version": 3559,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/2ZIC7FGW",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/2ZIC7FGW",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Wang et al.",
            "parsedDate": "2014-06",
            "numChildren": 1
        },
        "data": {
            "key": "2ZIC7FGW",
            "version": 3559,
            "itemType": "journalArticle",
            "title": "Multi-agent-based simulation on technology innovation-diffusion in China",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Zheng",
                    "lastName": "Wang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Zixuan",
                    "lastName": "Yao"
                },
                {
                    "creatorType": "author",
                    "firstName": "Gaoxiang",
                    "lastName": "Gu"
                },
                {
                    "creatorType": "author",
                    "firstName": "Fei",
                    "lastName": "Hu"
                },
                {
                    "creatorType": "author",
                    "firstName": "Xiaoye",
                    "lastName": "Dai"
                }
            ],
            "abstractNote": "An innovation-diffusion model was developed with agent-based modelling (ABM); the model is used to study technical innovation and its diffusion process in China. The results are as follows: only a small fraction of firms conduct independent product-innovation, and most firms prefer imitation and/or purchases; most of the innovative firms are located in the East; approximately three or four technology generation products can exist in the market simultaneously; preferential policies can speed the process of innovation diffusion and improve economies of less developed areas, especially in Middle China; lastly, preferential policies can also improve the labour attractiveness of the Middle, West and Northeast and reduce emigration to the East.",
            "publicationTitle": "PAPERS IN REGIONAL SCIENCE",
            "publisher": "",
            "place": "",
            "date": "June 2014",
            "volume": "93",
            "issue": "2, SI",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1111/pirs.12069",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1056-8190",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "China"
                },
                {
                    "tag": "Innovation"
                },
                {
                    "tag": "agent-based simulation (ABS)"
                },
                {
                    "tag": "diffusion"
                },
                {
                    "tag": "technology generation"
                }
            ],
            "collections": [
                "3HM4CEW5"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/76W6PSZN",
                "dc:replaces": "http://zotero.org/groups/289063/items/5EB26BRE"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:16:36Z"
        }
    },
    {
        "key": "W7HRJGK4",
        "version": 3559,
        "library": {
            "type": "group",
            "id": 289063,
            "name": "Workbench-CML",
            "links": {
                "alternate": {
                    "href": "https://www.zotero.org/groups/workbench-cml",
                    "type": "text/html"
                }
            }
        },
        "links": {
            "self": {
                "href": "https://api.zotero.org/groups/289063/items/W7HRJGK4",
                "type": "application/json"
            },
            "alternate": {
                "href": "https://www.zotero.org/groups/workbench-cml/items/W7HRJGK4",
                "type": "text/html"
            }
        },
        "meta": {
            "createdByUser": {
                "id": 540283,
                "username": "majanssen",
                "name": "Marco Janssen",
                "links": {
                    "alternate": {
                        "href": "https://www.zotero.org/majanssen",
                        "type": "text/html"
                    }
                }
            },
            "creatorSummary": "Wang et al.",
            "parsedDate": "2014-09-06",
            "numChildren": 0
        },
        "data": {
            "key": "W7HRJGK4",
            "version": 3559,
            "itemType": "journalArticle",
            "title": "Examining social norm impacts on obesity and eating behaviors among US school children based on agent-based model",
            "creators": [
                {
                    "creatorType": "author",
                    "firstName": "Youfa",
                    "lastName": "Wang"
                },
                {
                    "creatorType": "author",
                    "firstName": "Hong",
                    "lastName": "Xue"
                },
                {
                    "creatorType": "author",
                    "firstName": "Hsin-Jen",
                    "lastName": "Chen"
                },
                {
                    "creatorType": "author",
                    "firstName": "Takeru",
                    "lastName": "Igusa"
                }
            ],
            "abstractNote": "Background: Although the importance of social norms in affecting health behaviors is widely recognized, the current understanding of the social norm effects on obesity is limited due to data and methodology limitations. This study aims to use nontraditional innovative systems methods to examine: a) the effects of social norms on school children's BMI growth and fruit and vegetable (FV) consumption, and b) the effects of misperceptions of social norms on US children's BMI growth. Methods: We built an agent-based model (ABM) in a utility maximization framework and parameterized the model based on empirical longitudinal data collected in a US nationally representative study, the Early Childhood Longitudinal Study -Kindergarten Cohort (ECLS-K), to test potential mechanisms of social norm affecting children's BMI growth and FV consumption. Results: Intraclass correlation coefficients (ICC) for BMI were 0.064-0.065, suggesting that children's BMI were similar within each school. The correlation between observed and ABM-predicted BMI was 0.87, indicating the validity of our ABM. Our simulations suggested the follow-the-average social norm acts as an endogenous stabilizer, which automatically adjusts positive and negative deviance of an individual's BMI from the group mean of a social network. One unit of BMI below the social average may lead to 0.025 unit increase in BMI per year for each child; asymmetrically, one unit of BMI above the social average, may only cause 0.015 unit of BMI reduction. Gender difference was apparent. Social norms have less impact on weight reduction among girls, and a greater impact promoting weight increase among boys. Our simulation also showed misperception of the social norm would push up the mean BMI and cause the distribution to be more skewed to the left. Our simulation results did not provide strong support for the role of social norms on FV consumption. Conclusions: Social norm influences US children's BMI growth. High obesity prevalence will lead to a continuous increase in children's BMI due to increased socially acceptable mean BMI. Interventions promoting healthy body image and desirable socially acceptable BMI should be implemented to control childhood obesity epidemic.",
            "publicationTitle": "BMC PUBLIC HEALTH",
            "publisher": "",
            "place": "",
            "date": "SEP 6 2014",
            "volume": "14",
            "issue": "",
            "section": "",
            "partNumber": "",
            "partTitle": "",
            "pages": "",
            "series": "",
            "seriesTitle": "",
            "seriesText": "",
            "journalAbbreviation": "",
            "DOI": "10.1186/1471-2458-14-923",
            "citationKey": "",
            "url": "",
            "accessDate": "",
            "PMID": "",
            "PMCID": "",
            "ISSN": "1471-2458",
            "archive": "",
            "archiveLocation": "",
            "shortTitle": "",
            "language": "English",
            "libraryCatalog": "",
            "callNumber": "",
            "rights": "",
            "extra": "",
            "tags": [
                {
                    "tag": "Agent-based model"
                },
                {
                    "tag": "Body mass index"
                },
                {
                    "tag": "Child"
                },
                {
                    "tag": "Healthy body image"
                },
                {
                    "tag": "Obesity"
                },
                {
                    "tag": "Overweight"
                },
                {
                    "tag": "Social norms"
                },
                {
                    "tag": "author: Youfa Wang"
                },
                {
                    "tag": "codeurl: none"
                },
                {
                    "tag": "docs: pseudocode"
                },
                {
                    "tag": "email: youfawan@buffalo.edu"
                },
                {
                    "tag": "networks"
                },
                {
                    "tag": "platform: Netlogo"
                },
                {
                    "tag": "sponsor: National Institute of Health"
                }
            ],
            "collections": [
                "7DQ82DZ3"
            ],
            "relations": {
                "owl:sameAs": "http://zotero.org/users/540283/items/62SIZAFP",
                "dc:replaces": "http://zotero.org/groups/289063/items/MHZXKP7J"
            },
            "dateAdded": "2014-11-12T02:28:41Z",
            "dateModified": "2015-05-13T16:16:31Z"
        }
    }
]