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Scientific models are the primary method for representing and encapsulating expert knowledge in many disciplines. Scientific models could also provide a mechanism: for publishing and sharing scientific results; for teaching complex scientific concepts; and for the selective archival, curation and preservation of scientific data. As such, they also provide a bridge for collaboration between Digital Libraries and eScience. In this paper I describe research being undertaken within the FUSION project at the University of Queensland to enable scientists to construct, publish and manage scientific model packages that encapsulate and relate the raw data to its associated contextual and provenance metadata, processing steps, derived information and publications. This work involves extending tools and services that have come out of the Digital Libraries domain to support e-Science requirements.", "proceedingsTitle": "", "conferenceName": "VALA2006", "publisher": "", "place": "", "date": "2006", "eventPlace": "", "volume": "", "issue": "", "numberOfVolumes": "", "pages": "1-16", "series": "", "seriesNumber": "", "DOI": "", "ISBN": "", "citationKey": "", "url": "http://espace.library.uq.edu.au/view/UQ:7942", "accessDate": "2012-12-13T13:43:43Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "Scientific Models", "language": "eng", "libraryCatalog": "espace.library.uq.edu.au", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "280000 Information", "type": 1 }, { "tag": "Computing and Communication Sciences", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": "2012-12-13T13:43:43Z", "dateModified": "2012-12-13T13:43:43Z" } }, { "key": "CE8XS3DR", "version": 1, "library": { "type": "group", "id": 65256, "name": "subject specific pilots", "links": { "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/65256/items/CE8XS3DR", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots/items/CE8XS3DR", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/65256/items/3S2FHICE", "type": "application/json" } }, "meta": { "createdByUser": { "id": 560758, "username": "js1", "name": "Jochen Schirrwagen", "links": { "alternate": { "href": "https://www.zotero.org/js1", "type": "text/html" } } } }, "data": { "key": "CE8XS3DR", "version": 1, "parentItem": "3S2FHICE", "itemType": "attachment", "linkMode": "linked_url", "title": "Snapshot", "accessDate": "2012-12-13T13:43:43Z", "url": "http://espace.library.uq.edu.au/view/UQ:7942", "note": "", "contentType": "text/html", "charset": "", "tags": [], "relations": {}, "dateAdded": "2012-12-13T13:43:43Z", "dateModified": "2012-12-13T13:43:43Z" } }, { "key": "78C9MIAD", "version": 1, "library": { "type": "group", "id": 65256, "name": "subject specific pilots", "links": { "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/65256/items/78C9MIAD", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots/items/78C9MIAD", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/65256/items/3S2FHICE", "type": "application/json" } }, "meta": { "createdByUser": { "id": 560758, "username": "js1", "name": "Jochen Schirrwagen", "links": { "alternate": { "href": "https://www.zotero.org/js1", "type": "text/html" } } } }, "data": { "key": "78C9MIAD", "version": 1, "parentItem": "3S2FHICE", "itemType": "attachment", "linkMode": "linked_url", "title": "Full Text PDF", "accessDate": "2012-12-13T13:43:43Z", "url": "http://espace.library.uq.edu.au/eserv/UQ:7942/VALA2006.pdf", "note": "", "contentType": "application/pdf", "charset": "", "tags": [], "relations": {}, "dateAdded": "2012-12-13T13:43:43Z", "dateModified": "2012-12-13T13:43:43Z" } }, { "key": "CUKBFJCE", "version": 1, "library": { "type": "group", "id": 65256, "name": "subject specific pilots", "links": { "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/65256/items/CUKBFJCE", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots/items/CUKBFJCE", "type": "text/html" } }, "meta": { "createdByUser": { "id": 560758, "username": "js1", "name": "Jochen Schirrwagen", "links": { "alternate": { "href": "https://www.zotero.org/js1", "type": "text/html" } } }, "creatorSummary": "Pepe et al.", "parsedDate": "2009", "numChildren": 0 }, "data": { "key": "CUKBFJCE", "version": 1, "itemType": "journalArticle", "title": "From artifacts to aggregations: Modeling scientific life cycles on the semantic Web", "creators": [ { "creatorType": "author", "firstName": "Alberto", "lastName": "Pepe" }, { "creatorType": "author", "firstName": "Matthew", "lastName": "Mayernik" }, { "creatorType": "author", "firstName": "Christine L.", "lastName": "Borgman" }, { "creatorType": "author", "firstName": "Herbert", "lastName": "Van de Sompel" } ], "abstractNote": "", "publicationTitle": "Journal of the American Society for Information Science and Technology", "publisher": "", "place": "", "date": "2009", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "n/a-n/a", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "J. 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Sci.", "DOI": "10.1002/asi.21263", "citationKey": "", "url": "http://arxiv.com/abs/0906.2549v3", "accessDate": "2011-01-31T09:10:20Z", "PMID": "", "PMCID": "", "ISSN": "15322882", "archive": "", "archiveLocation": "", "shortTitle": "From artifacts to aggregations", "language": "", "libraryCatalog": "CrossRef", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2012-07-23T07:31:26Z", "dateModified": "2012-07-23T07:31:26Z" } }, { "key": "JS4P35TQ", "version": 1, "library": { "type": "group", "id": 65256, "name": "subject specific pilots", "links": { "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/65256/items/JS4P35TQ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots/items/JS4P35TQ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/65256/items/9JAZZTID", "type": "application/json" } }, "meta": { "createdByUser": { "id": 560758, "username": "js1", "name": "Jochen Schirrwagen", "links": { "alternate": { "href": "https://www.zotero.org/js1", "type": "text/html" } } } }, "data": { "key": "JS4P35TQ", "version": 1, "parentItem": "9JAZZTID", "itemType": "attachment", "linkMode": "linked_url", "title": "Snapshot", "accessDate": "2012-07-18T21:39:22Z", "url": "http://onlinelibrary.wiley.com/doi/10.1002/meet.1450440388/abstract?deniedAccessCustomisedMessage=&userIsAuthenticated=false", "note": "", "contentType": "text/html", "charset": "", "tags": [], "relations": {}, "dateAdded": "2012-07-18T21:39:22Z", "dateModified": "2012-07-18T21:39:22Z" } }, { "key": "9JAZZTID", "version": 1, "library": { "type": "group", "id": 65256, "name": "subject specific pilots", "links": { "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/65256/items/9JAZZTID", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots/items/9JAZZTID", "type": "text/html" } }, "meta": { "createdByUser": { "id": 560758, "username": "js1", "name": "Jochen Schirrwagen", "links": { "alternate": { "href": "https://www.zotero.org/js1", "type": "text/html" } } }, "creatorSummary": "Mayernik et al.", "parsedDate": "2007", "numChildren": 1 }, "data": { "key": "9JAZZTID", "version": 1, "itemType": "journalArticle", "title": "Adding context to content: The CENS deployment center", "creators": [ { "creatorType": "author", "firstName": "Matthew S.", "lastName": "Mayernik" }, { "creatorType": "author", "firstName": "Jillian C.", "lastName": "Wallis" }, { "creatorType": "author", "firstName": "Christine L.", "lastName": "Borgman" }, { "creatorType": "author", "firstName": "Alberto", "lastName": "Pepe" } ], "abstractNote": "Scientists and engineers working with embedded networked sensing systems in the environmental sciences are acquiring data at unprecedented rates. Scientific data do not emerge from a vacuum. There is considerable contextual information that surrounds the process of data acquisition that is critical to interpret and analyze data. Current techniques for data sharing involve considerable manual effort to prepare, describe, and transfer this contextual information along with the data itself. This paper reports on a study of the UCLA-based Center for Embedded Networked Sensing (CENS), an interdisciplinary NSF research center that supports collaborations to develop and implement innovative wireless sensor networks. We report here on the development of the CENS Deployment Center, a database for CENS deployment information. The goals of the CENSDC are to facilitate better deployment organization, and to provide a central location for key information that describes the context of data capture. We also describe our plans within CENS to use a tri-partite approach to capture and share sensor data resources using technical recommendations currently being developed within the context of the Open Archive Initiative for Object Reuse and Exchange (OAI-ORE).", "publicationTitle": "Proceedings of the American Society for Information Science and Technology", "publisher": "", "place": "", "date": "2007", "volume": "44", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "1–7", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1002/meet.1450440388", "citationKey": "", "url": "http://onlinelibrary.wiley.com/doi/10.1002/meet.1450440388/abstract", "accessDate": "2012-07-18T21:39:22Z", "PMID": "", "PMCID": "", "ISSN": "1550-8390", "archive": "", "archiveLocation": "", "shortTitle": "Adding context to content", "language": "en", "libraryCatalog": "Wiley Online Library", "callNumber": "", "rights": "Copyright © by American Society for Information Science and Technology", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2012-07-18T21:39:22Z", "dateModified": "2012-07-18T21:39:22Z" } }, { "key": "R7T5QVGX", "version": 9, "library": { "type": "group", "id": 65256, "name": "subject specific pilots", "links": { "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/65256/items/R7T5QVGX", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/subject_specific_pilots/items/R7T5QVGX", "type": "text/html" } }, "meta": { "createdByUser": { "id": 560758, "username": "js1", "name": "Jochen Schirrwagen", "links": { "alternate": { "href": "https://www.zotero.org/js1", "type": "text/html" } } }, "creatorSummary": "Scharnhorst et al.", "parsedDate": "2012-04-14", "numChildren": 2 }, "data": { "key": "R7T5QVGX", "version": 9, "itemType": "journalArticle", "title": "Looking at a digital research data archive - Visual interfaces to EASY", "creators": [ { "creatorType": "author", "firstName": "Andrea", "lastName": "Scharnhorst" }, { "creatorType": "author", "firstName": "Olav ten", "lastName": "Bosch" }, { "creatorType": "author", "firstName": "Peter", "lastName": "Doorn" } ], "abstractNote": "In this paper we explore visually the structure of the collection of a digital research data archive in terms of metadata for deposited datasets. We look into the distribution of datasets over different scientific fields; the role of main depositors (persons and institutions) in different fields, and main access choices for the deposited datasets. We argue that visual analytics of metadata of collections can be used in multiple ways: to inform the archive about structure and growth of its collection; to foster collections strategies; and to check metadata consistency. We combine visual analytics and visual enhanced browsing introducing a set of web-based, interactive visual interfaces to the archive's collection. We discuss how text based search combined with visual enhanced browsing enhances data access, navigation, and reuse.", "publicationTitle": "arXiv:1204.3200", "publisher": "", "place": "", "date": "2012-04-14", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "", "citationKey": "", "url": "http://arxiv.org/abs/1204.3200", "accessDate": "2012-07-09T14:20:37Z", "PMID": "", "PMCID": "", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "arXiv.org", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "37E25", "type": 1 }, { "tag": "Computer Science - Digital Libraries", "type": 1 }, { "tag": "H.3.5, H.3.7", "type": 1 }, { "tag": "Physics - Physics and Society", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": "2012-07-09T14:20:37Z", "dateModified": "2012-07-09T14:20:37Z" } }, { "key": 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Three researchers independently analyzed an orphaned, decades-old zooarchaeological dataset and then compared their analytical approaches and results. Although they took a similar initial approach to determine the dataset’s suitability for analysis, the three researchers generated markedly different interpretive conclusions. In examining how researchers use legacy data, this paper highlights interpretive issues, data integrity concerns, and data documentation needs. In order to meet these needs, we propose greater professional recognition for data dissemination, favoring models of “data publication” over “data sharing” or “data archiving.”", "publicationTitle": "Journal of Archaeological Method and Theory", "publisher": "", "place": "", "date": "", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "1-19", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1007/s10816-012-9132-9", "citationKey": "", "url": "http://www.springerlink.com/content/61636x6w32662243/abstract/", "accessDate": "2012-04-13T12:32:03Z", "PMID": "", "PMCID": "", "ISSN": "1072-5369", "archive": "", "archiveLocation": "", "shortTitle": "Other People’s Data", "language": "", "libraryCatalog": "SpringerLink", "callNumber": "", "rights": "", "extra": "", "tags": [ { "tag": "Geistes- und Sozialwissenschaften", "type": 1 }, { "tag": "Recht", "type": 1 } ], "collections": [], "relations": {}, "dateAdded": 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