[ { "key": "WGXCMAIQ", "version": 2220, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/WGXCMAIQ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/WGXCMAIQ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/JEBT9C2B", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "WGXCMAIQ", "version": 2220, "parentItem": "JEBT9C2B", "itemType": "attachment", "linkMode": "imported_file", "title": "Zúñiga - 2001 - Ontology its transformation from philosophy to in.pdf", "accessDate": "", "url": "", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Zúñiga - 2001 - Ontology its transformation from philosophy to in.pdf", "md5": "02dd0ffa6dec58076605143637ded0a2", "mtime": 2147483647, "tags": [], "relations": { "dc:replaces": "http://zotero.org/groups/1705/items/B96I2AJR" }, "dateAdded": "2010-07-11T06:24:43Z", "dateModified": "2026-03-24T16:25:30Z" } }, { "key": "P95TRKXQ", "version": 2219, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/P95TRKXQ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/P95TRKXQ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/JEBT9C2B", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "P95TRKXQ", "version": 2219, "parentItem": "JEBT9C2B", "itemType": "attachment", "linkMode": "imported_url", "title": "ACM Snapshot", "accessDate": "2009-10-06T18:39:43Z", "url": "http://portal.acm.org/citation.cfm?id=505168.505187", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "citation.html", "md5": "b543901fe6e6639b02ba5f108d9e2cc0", "mtime": 2147483647, "tags": [], "relations": { "dc:replaces": "http://zotero.org/groups/1705/items/F87RNIJR" }, "dateAdded": "2010-07-11T06:24:43Z", "dateModified": "2026-03-24T16:25:30Z" } }, { "key": "JEBT9C2B", "version": 2218, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/JEBT9C2B", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/JEBT9C2B", "type": "text/html" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "creatorSummary": "Zúñiga", "parsedDate": "2001", "numChildren": 2 }, "data": { "key": "JEBT9C2B", "version": 2218, "itemType": "conferencePaper", "title": "Ontology: its transformation from philosophy to information systems", "creators": [ { "creatorType": "author", "firstName": "Gloria L.", "lastName": "Zúñiga" } ], "abstractNote": "It is no secret that the multidisciplinary sphere of information systems has borrowed the term 'ontology' from philosophy, and reinterpreted it to be more suitable for information systems. However, there is some disagreement about what this reinterpretation should be. This paper examines two prominent and distinct views on what information systems ontology is, and attempts to advance a unified definition that can be understood interdisciplinarily. But the goal of this paper is to show the specific points of variance between information systems ontology and philosophical ontology in order to shed light on the transformation of the term 'ontology' in its adoption by the information systems community. The relatively new information systems ontology is facing great challenges that may be better confronted with the insights that can be discovered through philosophical ontology.", "proceedingsTitle": "Proceedings of the international conference on Formal Ontology in Information Systems - Volume 2001", "conferenceName": "", "publisher": "ACM", "place": "Ogunquit, Maine, USA", "date": "2001", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "187-197", "series": "", "seriesNumber": "", "DOI": "10.1145/505168.505187", "ISBN": "1-58113-377-4", "citationKey": "", "url": "http://portal.acm.org/citation.cfm?id=505168.505187", "accessDate": "2009-10-06T18:39:37Z", "ISSN": "", "archive": "ACM", "archiveLocation": "", "shortTitle": "Ontology", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "description", "type": 1 }, { "tag": "information systems", "type": 1 }, { "tag": "ontology", "type": 1 }, { "tag": "ontology of information systems", "type": 1 }, { "tag": "philosophy", "type": 1 }, { "tag": "representation", "type": 1 } ], "collections": [ "2MDPA4EB", "GCT24DNX" ], "relations": { "dc:replaces": "http://zotero.org/groups/1705/items/CNATJAR8" }, "dateAdded": "2010-07-11T06:24:43Z", "dateModified": "2026-03-24T16:25:30Z" } }, { "key": "P6N2ZVCJ", "version": 2217, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/P6N2ZVCJ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/P6N2ZVCJ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Dojer et al.", "parsedDate": "2013-08-15", "numChildren": 1 }, "data": { "key": "P6N2ZVCJ", "version": 2217, "itemType": "journalArticle", "title": "BNFinder2: Faster Bayesian network learning and Bayesian classification", "creators": [ { "creatorType": "author", "firstName": "Norbert", "lastName": "Dojer" }, { "creatorType": "author", "firstName": "Pawel", "lastName": "Bednarz" }, { "creatorType": "author", "firstName": "Agnieszka", "lastName": "Podsiadlo" }, { "creatorType": "author", "firstName": "Bartek", "lastName": "Wilczynski" } ], "abstractNote": "SUMMARY: Bayesian Networks (BNs) are versatile probabilistic models applicable to many different biological phenomena. In biological applications the structure of the network is usually unknown and needs to be inferred from experimental data. BNFinder is a fast software implementation of an exact algorithm for finding the optimal structure of the network given a number of experimental observations. Its second version, presented in this article, represents a major improvement over the previous version. The improvements include (i) a parallelized learning algorithm leading to an order of magnitude speed-ups in BN structure learning time; (ii) inclusion of an additional scoring function based on mutual information criteria; (iii) possibility of choosing the resulting network specificity based on statistical criteria and (iv) a new module for classification by BNs, including cross-validation scheme and classifier quality measurements with receiver operator characteristic scores.\nAVAILABILITY AND IMPLEMENTATION: BNFinder2 is implemented in python and freely available under the GNU general public license at the project Web site https://launchpad.net/bnfinder, together with a user's manual, introductory tutorial and supplementary methods.", "publicationTitle": "Bioinformatics (Oxford, England)", "publisher": "", "place": "", "date": "Aug 15, 2013", "volume": "29", "issue": "16", "section": "", "partNumber": "", "partTitle": "", "pages": "2068-2070", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Bioinformatics", "DOI": "10.1093/bioinformatics/btt323", "citationKey": "", "url": "", "accessDate": "", "PMID": "23818512", "PMCID": "PMC3722519", "ISSN": "1367-4811", "archive": "", "archiveLocation": "", "shortTitle": "BNFinder2", "language": "eng", "libraryCatalog": "PubMed", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Algorithms", "type": 1 }, { "tag": "Bayes Theorem", "type": 1 }, { "tag": "Models, Statistical", "type": 1 }, { "tag": "ROC Curve", "type": 1 }, { "tag": "Software", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": "2016-04-15T19:31:09Z", "dateModified": "2016-04-15T19:31:09Z" } }, { "key": "S6VFKBDJ", "version": 2215, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/S6VFKBDJ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/S6VFKBDJ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/P6N2ZVCJ", "type": "application/json" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "S6VFKBDJ", "version": 2215, "parentItem": "P6N2ZVCJ", "itemType": "attachment", "linkMode": "linked_url", "title": "PubMed entry", "accessDate": "2016-04-15T19:31:09Z", "url": "http://www.ncbi.nlm.nih.gov/pubmed/23818512", "note": "", "contentType": "text/html", "charset": "", "tags": [], "relations": {}, "dateAdded": "2016-04-15T19:31:09Z", "dateModified": "2016-04-15T19:31:09Z" } }, { "key": "IDSSZP8R", "version": 2216, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/IDSSZP8R", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/IDSSZP8R", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/73TK52BI", "type": "application/json" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "IDSSZP8R", "version": 2216, "parentItem": "73TK52BI", "itemType": "attachment", "linkMode": "imported_url", "title": "PubMed Central Full Text PDF", "accessDate": "2016-04-15T19:28:24Z", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639006/pdf/btn505.pdf", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Wilczyński and Dojer - 2009 - BNFinder exact and efficient method for learning .pdf", "md5": "bc703c252b43e11668349e55ff36c743", "mtime": 1460748504000, "tags": [], "relations": {}, "dateAdded": "2016-04-15T19:28:24Z", "dateModified": "2016-04-15T19:28:25Z" } }, { "key": "73TK52BI", "version": 2217, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/73TK52BI", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/73TK52BI", "type": "text/html" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Wilczyński and Dojer", "parsedDate": "2009-01-15", "numChildren": 2 }, "data": { "key": "73TK52BI", "version": 2217, "itemType": "journalArticle", "title": "BNFinder: exact and efficient method for learning Bayesian networks", "creators": [ { "creatorType": "author", "firstName": "Bartek", "lastName": "Wilczyński" }, { "creatorType": "author", "firstName": "Norbert", "lastName": "Dojer" } ], "abstractNote": "Motivation: Bayesian methods are widely used in many different areas of research. Recently, it has become a very popular tool for biological network reconstruction, due to its ability to handle noisy data. Even though there are many software packages allowing for Bayesian network reconstruction, only few of them are freely available to researchers. Moreover, they usually require at least basic programming abilities, which restricts their potential user base. Our goal was to provide software which would be freely available, efficient and usable to non-programmers., Results: We present a BNFinder software, which allows for Bayesian network reconstruction from experimental data. It supports dynamic Bayesian networks and, if the variables are partially ordered, also static Bayesian networks. The main advantage of BNFinder is the use exact algorithm, which is at the same time very efficient (polynomial with respect to the number of observations)., Availability: The software, supplementary information and manual is available at http://bioputer.mimuw.edu.pl/software/bnf/. Besides the availability of the standalone application and the source code, we have developed a web interface to BNFinder application running on our servers. A web tutorial on different options of BNFinder is also available., Contact: dojer@mimuw.edu.pl", "publicationTitle": "Bioinformatics", "publisher": "", "place": "", "date": "2009-1-15", "volume": "25", "issue": "2", "section": "", "partNumber": "", "partTitle": "", "pages": "286-287", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Bioinformatics", "DOI": "10.1093/bioinformatics/btn505", "citationKey": "", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639006/", "accessDate": "2016-04-15T19:28:24Z", "PMID": "18826957", "PMCID": "PMC2639006", "ISSN": "1367-4803", "archive": "", "archiveLocation": "", "shortTitle": "BNFinder", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2016-04-15T19:28:24Z", "dateModified": "2016-04-15T19:28:24Z" } }, { "key": "FRNDWG2F", "version": 2215, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/FRNDWG2F", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/FRNDWG2F", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/73TK52BI", "type": "application/json" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "FRNDWG2F", "version": 2215, "parentItem": "73TK52BI", "itemType": "attachment", "linkMode": "linked_url", "title": "PubMed Central Link", "accessDate": "2016-04-15T19:28:24Z", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2639006/", "note": "", "contentType": "text/html", "charset": "", "tags": [], "relations": {}, "dateAdded": "2016-04-15T19:28:24Z", "dateModified": "2016-04-15T19:28:24Z" } }, { "key": "F6CJ8KM3", "version": 2213, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/F6CJ8KM3", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/F6CJ8KM3", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/52QX2TPS", "type": "application/json" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "F6CJ8KM3", "version": 2213, "parentItem": "52QX2TPS", "itemType": "attachment", "linkMode": "imported_url", "title": "Snapshot", "accessDate": "2013-04-06T14:11:54Z", "url": "http://onlinelibrary.wiley.com/doi/10.1111/risa.12025/abstract", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "abstract.html", "md5": "0c50370860c534577f55b3b66657d969", "mtime": 1365257514926, "tags": [], "relations": {}, "dateAdded": "2013-04-06T14:11:54Z", "dateModified": "2013-04-06T14:11:54Z" } }, { "key": "52QX2TPS", "version": 2212, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/52QX2TPS", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/52QX2TPS", "type": "text/html" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Haase et al.", "parsedDate": "2013", "numChildren": 1 }, "data": { "key": "52QX2TPS", "version": 2212, "itemType": "journalArticle", "title": "The Measurement of Subjective Probability: Evaluating the Sensitivity and Accuracy of Various Scales", "creators": [ { "creatorType": "author", "firstName": "Niels", "lastName": "Haase" }, { "creatorType": "author", "firstName": "Frank", "lastName": "Renkewitz" }, { "creatorType": "author", "firstName": "Cornelia", "lastName": "Betsch" } ], "abstractNote": "The RISK of an event generally relates to its expected severity and the perceived probability of its occurrence. In RISK research, however, there is no standard measure for subjective probability estimates. In this study, we compared five commonly used measurement formats—two rating scales, a visual analog scale, and two numeric measures—in terms of their ability to assess subjective probability judgments when objective probabilities are available. We varied the probabilities (low vs. moderate) and severity (low vs. high) of the events to be judged as well as the presentation mode of objective probabilities (sequential presentation of singular events vs. graphical presentation of aggregated information). We employed two complementary goodness-of-fit criteria: the correlation between objective and subjective probabilities (sensitivity), and the root mean square deviations of subjective probabilities from objective values (accuracy). The numeric formats generally outperformed all other measures. The severity of events had no effect on the performance. Generally, a rise in probability led to decreases in performance. This effect, however, depended on how the objective probabilities were encoded: pictographs ensured perfect information, which improved goodness of fit for all formats and diminished this negative effect on the performance. Differences in performance between scales are thus caused only in part by characteristics of the scales themselves—they also depend on the process of encoding. Consequently, researchers should take the source of probability information into account before selecting a measure.", "publicationTitle": "Risk Analysis", "publisher": "", "place": "", "date": "2013", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "n/a–n/a", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1111/risa.12025", "citationKey": "", "url": "http://onlinelibrary.wiley.com/doi/10.1111/risa.12025/abstract", "accessDate": "2013-04-06T14:11:54Z", "PMID": "", "PMCID": "", "ISSN": "1539-6924", "archive": "", "archiveLocation": "", "shortTitle": "The Measurement of Subjective Probability", "language": "en", "libraryCatalog": "Wiley Online Library", "callNumber": "", "rights": "© 2013 Society for Risk Analysis", "extra": "", "tags": [ { "tag": "Context dependency", "type": 1 }, { "tag": "goodness-of-fit", "type": 1 }, { "tag": "measurement", "type": 1 }, { "tag": "subjective probability", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": "2013-04-06T14:11:54Z", "dateModified": "2013-04-06T14:11:54Z" } }, { "key": "WQHFCEV6", "version": 2211, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/WQHFCEV6", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/WQHFCEV6", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/PSU95HFB", "type": "application/json" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "WQHFCEV6", "version": 2211, "parentItem": "PSU95HFB", "itemType": "attachment", "linkMode": "imported_url", "title": "The impact of compulsory helmet legislation on cyclist head injuries in New South Wales, Australia: A response", "accessDate": "2013-02-21T03:08:33Z", "url": "https://www.researchgate.net/publication/235602108_The_impact_of_compulsory_helmet_legislation_on_cyclist_head_injuries_in_New_South_Wales_Australia_A_response?accountKey=Jake_Olivier&ch=reg&cp=re215_x_p8&pli=1&loginT=yYkaqh91IFlIi-5kZnkPygTkDhTaLjk6AOD7q5GedWHUOrnr_7t1RQ,,", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "235602108_The_impact_of_compulsory_helmet_legislation_on_cyclist_head_injuries_in_New_South_Wal.html", "md5": "dc84904536183e70219135284608503f", "mtime": 1361416114131, "tags": [], "relations": {}, "dateAdded": "2013-02-21T03:08:33Z", "dateModified": "2013-02-21T03:08:33Z" } }, { "key": "PSU95HFB", "version": 2210, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/PSU95HFB", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/PSU95HFB", "type": "text/html" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Scott R Walter", "parsedDate": "2013", "numChildren": 1 }, "data": { "key": "PSU95HFB", "version": 2210, "itemType": "journalArticle", "title": "The impact of compulsory helmet legislation on cyclist head injuries in New South Wales, Australia: A response", "creators": [ { "creatorType": "author", "firstName": "Jake Olivier", "lastName": "Scott R Walter" } ], "abstractNote": "", "publicationTitle": "Accident Analysis & Prevention", "publisher": "", "place": "", "date": "2013", "volume": "52", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "204-209", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1016/j.aap.2012.11.028", "citationKey": "", "url": "", "accessDate": "", "PMID": "", "PMCID": "", "ISSN": "0001-4575", "archive": "", "archiveLocation": "", "shortTitle": "The impact of compulsory helmet legislation on cyclist head injuries in New South Wales, Australia", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2013-02-21T03:08:33Z", "dateModified": "2013-02-21T03:08:33Z" } }, { "key": "8DMPT6BI", "version": 2209, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/8DMPT6BI", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/8DMPT6BI", "type": "text/html" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Carvalho et al.", "parsedDate": "2009", "numChildren": 0 }, "data": { "key": "8DMPT6BI", "version": 2209, "itemType": "bookSection", "title": "A GUI Tool for Plausible Reasoning in the Semantic Web Using MEBN", "creators": [ { "creatorType": "author", "firstName": "Rommel N.", "lastName": "Carvalho" }, { "creatorType": "author", "firstName": "Marcelo", "lastName": "Ladeira" }, { "creatorType": "author", "firstName": "Laecio L.", "lastName": "Santos" }, { "creatorType": "author", "firstName": "Shou", "lastName": "Matsumoto" }, { "creatorType": "author", "firstName": "Paulo Cesar G.", "lastName": "Costa" } ], "abstractNote": "", "bookTitle": "Innovative Applications in Data Mining", "series": "Studies in Computational Intelligence", "seriesNumber": "", "volume": "169", "numberOfVolumes": "", "edition": "", "date": "2009", "publisher": "Nadia Nedjah, Luiza de Macedo Mourelle, Janusz Kacprzyk", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "17-45", "ISBN": "978-3-540-88044-8", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "Springer", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "6IX28KWR", "TDPD2QKK" ], "relations": {}, "dateAdded": "2009-06-09T16:15:18Z", "dateModified": "2013-02-19T13:49:44Z" } }, { "key": "XA6DXCBT", "version": 2207, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/XA6DXCBT", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/XA6DXCBT", "type": "text/html" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Matsumoto et al.", "parsedDate": "2011", "numChildren": 0 }, "data": { "key": "XA6DXCBT", "version": 2207, "itemType": "bookSection", "title": "UnBBAyes: a Java Farmework for Probabilistic Models in AI", "creators": [ { "creatorType": "author", "firstName": "Shou", "lastName": "Matsumoto" }, { "creatorType": "author", "firstName": "Rommel N.", "lastName": "Carvalho" }, { "creatorType": "author", "firstName": "Marcelo", "lastName": "Ladeira" }, { "creatorType": "author", "firstName": "Paulo Cesar G.", "lastName": "Costa" }, { "creatorType": "author", "firstName": "Laecio", "lastName": "Santos" }, { "creatorType": "author", "firstName": "Danilo", "lastName": "Silva," }, { "creatorType": "author", "firstName": "Michael", "lastName": "Onishi" }, { "creatorType": "author", "firstName": "Emerson", "lastName": "Machado" }, { "creatorType": "editor", "firstName": "Ke", "lastName": "Cai" } ], "abstractNote": "", "bookTitle": "Java in Academia and Research", "series": "", "seriesNumber": "", "volume": "Single", "numberOfVolumes": "", "edition": "", "date": "2011", "publisher": "iConcept Press", "place": "Annerley, Australia", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "Chapter 9, 34pp", "ISBN": "978-0980733082", "DOI": "", "citationKey": "", "url": "http://www.iconceptpress.com/www/site/download.paper.php?paperID=101214103948", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "English", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "6IX28KWR", "TDPD2QKK" ], "relations": {}, "dateAdded": "2009-06-09T16:15:18Z", "dateModified": "2013-02-19T13:47:54Z" } }, { "key": "IBZQ6GR4", "version": 2200, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/IBZQ6GR4", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/IBZQ6GR4", "type": "text/html" } }, "meta": { "createdByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "creatorSummary": "Carvalho et al.", "parsedDate": "2008", "numChildren": 0 }, "data": { "key": "IBZQ6GR4", "version": 2200, "itemType": "conferencePaper", "title": "UnBBayes-MEBN: Comments on Implementing a Probabilistic Ontology Tool", "creators": [ { "creatorType": "author", "firstName": "Rommel N.", "lastName": "Carvalho" }, { "creatorType": "author", "firstName": "Marcelo", "lastName": "Ladeira" }, { "creatorType": "author", "firstName": "Laecio", "lastName": "Santos" }, { "creatorType": "author", "firstName": "Shou", "lastName": "Matsumoto" }, { "creatorType": "author", "firstName": "Paulo Cesar G.", "lastName": "Costa" } ], "abstractNote": "The quest for principled approaches to represent and reason under uncertainty in the Semantic Web (SW) is a very active research subject. Recently, the World Wide Web Consortium (W3C) created the Uncertainty Reasoning for the World Wide Web Incubator Group - URW3-XG [Laskey, K.J. et al., 2007] to better define the challenge of reasoning with and representing uncertain information available through the World Wide Web and related WWW technologies. One of the most promising approaches is the use of a Bayesian framework to handle uncertainty in SW ontologies. Working within this approach, Costa [2005] proposed a probabilistic ontology language, denoted PR-OWL, to represent and to reason with probabilistic ontologies. PR-OWL language is based on MEBN – Multi-Entity Bayesian Network [Laskey & Mahoney, 1997; Laskey & Costa, 2005; Laskey, 2007], a formalism that brings together the expressiveness of first-order logic (FOL) and the inferential power of Bayesian Networks (BN) to support probabilistic reasoning. Since both MEBN and PR-OWL are still under development, there is no tool that implements MEBN/PR-OWL as a knowledge representation formalism and probabilistic reasoner. This paper discusses the technical problems encountered, as well as how they were addressed in such an implementation that is currently under development at the University of Brasilia, with technical support from the C4I Center at George Mason University.\nKeywords: Multi-Entity Bayesian Network, Bayesian networks, probabilistic ontology Web, probabilistic reasoning, Semantic Web.", "proceedingsTitle": "", "conferenceName": "IADIS International Conference Applied Computing 2008", "publisher": "Nuno Guimarães and Pedro Isaías", "place": "", "date": "2008", "eventPlace": "", "volume": "Single", "issue": "", "numberOfVolumes": "", "pages": "211-218", "series": "", "seriesNumber": "", "DOI": "", "ISBN": "978-972-8924-56-0", "citationKey": "", "url": "", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "English", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2013-02-19T13:43:43Z", "dateModified": "2013-02-19T13:43:43Z" } }, { "key": "KJSFIPGW", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/KJSFIPGW", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/KJSFIPGW", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/TTB4DN8M", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "KJSFIPGW", "version": 1, "parentItem": "TTB4DN8M", "itemType": "attachment", "linkMode": "imported_file", "title": "Matsumoto et al. - There's No More Need to be a Night OWL on the PR-.pdf", "accessDate": "", "url": "", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Matsumoto et al. - There's No More Need to be a Night OWL on the PR-.pdf", "md5": "3caf0a7e9a4c570bf6396bc88dcd98b7", "mtime": 1302976776000, "tags": [], "relations": {}, "dateAdded": "2011-04-16T17:59:36Z", "dateModified": "2011-04-16T18:39:39Z" } }, { "key": "63TZZWRV", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/63TZZWRV", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/63TZZWRV", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/2TJ2G2FX", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } } }, "data": { "key": "63TZZWRV", "version": 1, "parentItem": "2TJ2G2FX", "itemType": "attachment", "linkMode": "imported_url", "title": "CEUR-WS.org/Vol-654 - Uncertainty Reasoning for the Semantic Web 2010", "accessDate": "2011-03-30T20:05:56Z", "url": "http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-654/", "note": "", "contentType": "text/html", "charset": "windows-1252", "filename": "Vol-654.html", "md5": null, "mtime": 1302976787000, "tags": [], "relations": {}, "dateAdded": "2011-04-16T17:59:47Z", "dateModified": "2011-04-16T18:39:39Z" } }, { "key": "73AH6D4U", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/73AH6D4U", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/73AH6D4U", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/2TJ2G2FX", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "73AH6D4U", "version": 1, "parentItem": "2TJ2G2FX", "itemType": "attachment", "linkMode": "imported_file", "title": "Carvalho et al. - 2010 - PR-OWL 2.0 - Bridging the Gap to OWL Semantics.pdf", "accessDate": "", "url": "", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Carvalho et al. - 2010 - PR-OWL 2.0 - Bridging the Gap to OWL Semantics.pdf", "md5": "abb610b410a329c502061fc148f8f01d", "mtime": 1302976787000, "tags": [], "relations": {}, "dateAdded": "2011-04-16T17:59:47Z", "dateModified": "2011-04-16T18:39:39Z" } }, { "key": "2DF85V4Z", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/2DF85V4Z", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/2DF85V4Z", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/TTB4DN8M", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } } }, "data": { "key": "2DF85V4Z", "version": 1, "parentItem": "TTB4DN8M", "itemType": "attachment", "linkMode": "imported_url", "title": "iConcept Press", "accessDate": "2011-04-16T17:36:15Z", "url": "http://www.iconceptpress.com/site/bk_viewListOfPapers.php?publication_id=BK004A&page_title=", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "bk_viewListOfPapers.html", "md5": null, "mtime": 1302976776000, "tags": [], "relations": {}, "dateAdded": "2011-04-16T17:59:36Z", "dateModified": "2011-04-16T18:39:39Z" } }, { "key": "2TJ2G2FX", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/2TJ2G2FX", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/2TJ2G2FX", "type": "text/html" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "creatorSummary": "Carvalho et al.", "parsedDate": "2010-11-07", "numChildren": 2 }, "data": { "key": "2TJ2G2FX", "version": 1, "itemType": "conferencePaper", "title": "PR-OWL 2.0 - Bridging the Gap to OWL Semantics", "creators": [ { "creatorType": "author", "firstName": "Rommel Novaes", "lastName": "Carvalho" }, { "creatorType": "author", "firstName": "Kathryn B", "lastName": "Laskey" }, { "creatorType": "author", "firstName": "Paulo Cesar G. da", "lastName": "Costa" } ], "abstractNote": "The past few years have witnessed an increasingly mature body of research on the Semantic Web, with new standards being developed and more complex use cases being proposed and explored. As complexity increases in SW applications, so does the need for principled means to cope with uncertainty inherent to real world SW applications. Not surprisingly, several approaches addressing uncertainty representation and reasoning on the Semantic Web have emerged [3, 4, 6, 7, 10, 11, 13, 14]. For example, PR-OWL [3] provides OWL constructs for representing Multi-Entity Bayesian Network (MEBN) [8] theories. This paper reviews some shortcomings of PR-OWL 1 [2] and describes how they will be addressed in PR-OWL 2. A method is presented for mapping back and forth from triples into random variables (RV). The method applies to triples representing both predicates and functions. A complex example is given for mapping an n-ary relation using the proposed schematic.", "proceedingsTitle": "Proceedings of the 6th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2010), collocated with the 9th International Semantic Web Conference (ISWC 2010)", "conferenceName": "", "publisher": "", "place": "", "date": "November 7 2010", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "73-84", "series": "URSW '10", "seriesNumber": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "http://ceur-ws.org/Vol-654/paper7.pdf", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "Shanghai, China", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "TDPD2QKK" ], "relations": {}, "dateAdded": "2011-04-16T17:59:47Z", "dateModified": "2011-04-16T17:59:47Z" } }, { "key": "TTB4DN8M", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/TTB4DN8M", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/TTB4DN8M", "type": "text/html" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "creatorSummary": "Matsumoto et al.", "numChildren": 2 }, "data": { "key": "TTB4DN8M", "version": 1, "itemType": "bookSection", "title": "There's No More Need to be a Night OWL: on the PR-OWL for a MEBN Tool Before Nightfall.", "creators": [ { "creatorType": "author", "firstName": "Shou", "lastName": "Matsumoto" }, { "creatorType": "author", "firstName": "Rommel Novaes", "lastName": "Carvalho" }, { "creatorType": "author", "firstName": "Paulo Cesar G. da", "lastName": "Costa" }, { "creatorType": "author", "firstName": "Kathryn Blackmond", "lastName": "Laskey" }, { "creatorType": "author", "firstName": "Laecio Lima", "lastName": "Santos" }, { "creatorType": "author", "firstName": "Marcelo", "lastName": "Ladeira" }, { "creatorType": "editor", "firstName": "Gabriel", "lastName": "Fung" } ], "abstractNote": "This Chapter invites you to understand the problems beneath the classical models (see Section 2), and to appreciate some fundamental theoretical principles and methods for modeling probabilistic ontologies (see Section 3), presenting you with a step-by-step construction of a simple probabilistic ontology for image-based vehicle identification using an open-source, freely available, Java-based GUI tool (see Section 4). It is intended to help you learn probabilistic ontologies before nightfall, so that you don’t fall asleep calculating your probabilities.", "bookTitle": "Introduction to the Semantic Web: Concepts, Technologies and Applications", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "", "date": "", "publisher": "iConcept Press", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "", "ISBN": "978-0-9807330-1-3", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "There's No More Need to be a Night OWL", "language": "English", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "TDPD2QKK" ], "relations": {}, "dateAdded": "2011-04-16T17:59:36Z", "dateModified": "2011-04-16T17:59:36Z" } }, { "key": "52VV9F29", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/52VV9F29", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/52VV9F29", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/RIM5IATI", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "52VV9F29", "version": 1, "parentItem": "RIM5IATI", "itemType": "attachment", "linkMode": "imported_url", "title": "UAI - Uncertainty in Artificial Intelligence", "accessDate": "2009-09-25T20:31:17Z", "url": "http://uai.sis.pitt.edu/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=269&proceeding_id=14", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "displayArticleDetails.html", "md5": "0c08db1b9bdfb2fad62d24030e1db450", "mtime": 2147483647, "tags": [], "relations": {}, "dateAdded": "2010-07-11T06:30:28Z", "dateModified": "2010-08-10T16:18:02Z" } }, { "key": "8PTGXZKK", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/8PTGXZKK", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/8PTGXZKK", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/RIM5IATI", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "8PTGXZKK", "version": 1, "parentItem": "RIM5IATI", "itemType": "attachment", "linkMode": "imported_file", "title": "Mahoney and Laskey - 1998 - Constructing Situation Specific Belief Networks.pdf", "accessDate": "", "url": "", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Mahoney and Laskey - 1998 - Constructing Situation Specific Belief Networks.pdf", "md5": "3128d71567e536e724de817ff2af2977", "mtime": 2147483647, "tags": [], "relations": {}, "dateAdded": "2010-07-11T06:30:28Z", "dateModified": "2010-08-10T16:18:02Z" } }, { "key": "T9PTVZV7", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/T9PTVZV7", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/T9PTVZV7", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/V9HU39RZ", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "T9PTVZV7", "version": 1, "parentItem": "V9HU39RZ", "itemType": "attachment", "linkMode": "imported_file", "title": "Laskey - 2008 - MEBN A language for first-order Bayesian knowledg.pdf", "accessDate": "", "url": "", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Laskey - 2008 - MEBN A language for first-order Bayesian knowledg.pdf", "md5": "4b41cc0aab968188adcb1c8cd5684a16", "mtime": 2147483647, "tags": [], "relations": {}, "dateAdded": "2010-07-11T06:30:28Z", "dateModified": "2010-08-10T16:18:02Z" } }, { "key": "BSTA45IQ", "version": 1, "library": { "type": "group", "id": 1705, "name": "UnBBayes", "links": { "alternate": { "href": "https://www.zotero.org/groups/unbbayes", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/1705/items/BSTA45IQ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/unbbayes/items/BSTA45IQ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/1705/items/V9HU39RZ", "type": "application/json" } }, "meta": { "createdByUser": { "id": 27625, "username": "rommel.carvalho", "name": "Rommel N. Carvalho", "links": { "alternate": { "href": "https://www.zotero.org/rommel.carvalho", "type": "text/html" } } }, "lastModifiedByUser": { "id": 206459, "username": "ctwardy", "name": "Charles Twardy", "links": { "alternate": { "href": "https://www.zotero.org/ctwardy", "type": "text/html" } } } }, "data": { "key": "BSTA45IQ", "version": 1, "parentItem": "V9HU39RZ", "itemType": "attachment", "linkMode": "imported_url", "title": "ACM Snapshot", "accessDate": "2009-09-21T16:50:08Z", "url": "http://portal.acm.org/citation.cfm?id=1327646", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "citation.html", "md5": "df2c12ae4aad4bc0c9f46ae3bc3c8673", "mtime": 2147483647, "tags": [], "relations": {}, "dateAdded": "2010-07-11T06:30:28Z", "dateModified": "2010-08-10T16:18:02Z" } } ]