[ { "key": "Q937D25A", "version": 35, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/Q937D25A", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/Q937D25A", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/WPT8DN6Z", "type": "application/json" } }, "meta": { "createdByUser": { "id": 2191904, "username": "Audelia", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/audelia", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "Q937D25A", "version": 35, "parentItem": "WPT8DN6Z", "itemType": "attachment", "linkMode": "imported_url", "title": "Research Data Infrastructures in the UK - ORDTF report nr 1 final 30 06 2017.pdf", "accessDate": "2017-07-05T13:54:59Z", "url": "http://www.universitiesuk.ac.uk/policy-and-analysis/research-policy/open-science/Documents/ORDTF%20report%20nr%201%20final%2030%2006%202017.pdf", "note": "", "contentType": "application/pdf", "charset": "utf-8", "filename": "ORDTF report nr 1 final 30 06 2017.pdf", "md5": "e9edb87a526e566428d2c2c99ddd8678", "mtime": 1499262901056, "tags": [], "relations": {}, "dateAdded": "2017-07-05T13:54:59Z", "dateModified": "2017-07-06T06:42:22Z" } }, { "key": "WPT8DN6Z", "version": 33, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/WPT8DN6Z", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/WPT8DN6Z", "type": "text/html" } }, "meta": { "createdByUser": { "id": 2191904, "username": "Audelia", "name": "", "links": { "alternate": { "href": "https://www.zotero.org/audelia", "type": "text/html" } } }, "creatorSummary": "O et al.", "numChildren": 1 }, "data": { "key": "WPT8DN6Z", "version": 33, "itemType": "document", "title": "Research Data Infrastructures in the UK", "creators": [ { "creatorType": "author", "name": "O" }, { "creatorType": "author", "name": "pen Research Data Taskforce" }, { "creatorType": "author", "name": "R" }, { "creatorType": "author", "name": "esearch Data" }, { "creatorType": "author", "name": "Infrastructures" }, { "creatorType": "author", "name": "in the UK" }, { "creatorType": "author", "name": "Landscape" }, { "creatorType": "author", "name": "Report" }, { "creatorType": "author", "name": "Open Research Data Taskforce with" }, { "creatorType": "author", "name": "Michael Jubb" } ], "abstractNote": "", "type": "", "date": "", "publisher": "", "place": "", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [], "relations": {}, "dateAdded": "2017-07-05T13:56:02Z", "dateModified": "2017-07-05T13:57:48Z" } }, { "key": "7VK7Z54G", "version": 37, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/7VK7Z54G", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/7VK7Z54G", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Ribeiro et al.", "parsedDate": "2015-10-26", "numChildren": 2 }, "data": { "key": "7VK7Z54G", "version": 37, "itemType": "bookSection", "title": "Motivators and Deterrents for Data Description and Publication: Preliminary Results", "creators": [ { "creatorType": "author", "firstName": "Cristina", "lastName": "Ribeiro" }, { "creatorType": "author", "firstName": "João Rocha da", "lastName": "Silva" }, { "creatorType": "author", "firstName": "João Aguiar", "lastName": "Castro" }, { "creatorType": "author", "firstName": "Ricardo Carvalho", "lastName": "Amorim" }, { "creatorType": "author", "firstName": "Paula", "lastName": "Fortuna" }, { "creatorType": "editor", "firstName": "Ioana", "lastName": "Ciuciu" }, { "creatorType": "editor", "firstName": "Hervé", "lastName": "Panetto" }, { "creatorType": "editor", "firstName": "Christophe", "lastName": "Debruyne" }, { "creatorType": "editor", "firstName": "Alexis", "lastName": "Aubry" }, { "creatorType": "editor", "firstName": "Peter", "lastName": "Bollen" }, { "creatorType": "editor", "firstName": "Rafael", "lastName": "Valencia-García" }, { "creatorType": "editor", "firstName": "Alok", "lastName": "Mishra" }, { "creatorType": "editor", "firstName": "Anna", "lastName": "Fensel" }, { "creatorType": "editor", "firstName": "Fernando", "lastName": "Ferri" } ], "abstractNote": "In the recent trend of data-intensive science, data publication is essential and institutions have to promote it with the researchers. For the past decade, institutional repositories have been widely established for publications, and the motivations for deposit are well established. The situation is quite different for data, as we argue on the basis of a 5-year experience with research data management at the University of Porto. We address research data management from a disciplined yet flexible point of view, focusing on domain-specific metadata models embedded in intuitive tools, to make it easier for researchers to publish their datasets. We use preliminary data from a recent experiment in data publishing to identify motivators and deterrents for data publishing.", "bookTitle": "On the Move to Meaningful Internet Systems: OTM 2015 Workshops", "series": "Lecture Notes in Computer Science", "seriesNumber": "9416", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2015/10/26", "publisher": "Springer International Publishing", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "512-516", "ISBN": "978-3-319-26137-9 978-3-319-26138-6", "DOI": "10.1007/978-3-319-26138-6_55", "citationKey": "", "url": "http://link.springer.com/chapter/10.1007/978-3-319-26138-6_55", "accessDate": "2015-12-09T08:09:39Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "Motivators and Deterrents for Data Description and Publication", "language": "en", "libraryCatalog": "link.springer.com", "callNumber": "", "rights": "©2015 Springer International Publishing Switzerland", "extra": "", "tags": [ { "tag": "Algorithm Analysis and Problem Complexity", "type": 1 }, { "tag": "Artificial Intelligence (incl. Robotics)", "type": 1 }, { "tag": "Computer Communication Networks", "type": 1 }, { "tag": "Information Storage and Retrieval", "type": 1 }, { "tag": "Information Systems Applications (incl. Internet)", "type": 1 }, { "tag": "Software Engineering", "type": 1 } ], "collections": [ "DCE7S89A" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "PBQ5CUBR", "version": 37, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/PBQ5CUBR", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/PBQ5CUBR", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Surkis and Read", "parsedDate": "2015-07", "numChildren": 2 }, "data": { "key": "PBQ5CUBR", "version": 37, "itemType": "journalArticle", "title": "Research data management", "creators": [ { "creatorType": "author", "firstName": "Alisa", "lastName": "Surkis" }, { "creatorType": "author", "firstName": "Kevin", "lastName": "Read" } ], "abstractNote": "", "publicationTitle": "Journal of the Medical Library Association : JMLA", "publisher": "", "place": "", "date": "2015/07", "volume": "103", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "154-156", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "J Med Libr Assoc", "DOI": "10.3163/1536-5050.103.3.011", "citationKey": "", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4511058/", "accessDate": "2015-08-17T11:22:42Z", "PMID": "26213510", "PMCID": "PMC4511058", "ISSN": "1536-5050", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "3GHE2RIC" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "KX7FM48E", "version": 37, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/KX7FM48E", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/KX7FM48E", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Read et al.", "parsedDate": "2015-07", "numChildren": 2 }, "data": { "key": "KX7FM48E", "version": 37, "itemType": "journalArticle", "title": "Starting the data conversation: informing data services at an academic health sciences library", "creators": [ { "creatorType": "author", "firstName": "Kevin B.", "lastName": "Read" }, { "creatorType": "author", "firstName": "Alisa", "lastName": "Surkis" }, { "creatorType": "author", "firstName": "Catherine", "lastName": "Larson" }, { "creatorType": "author", "firstName": "Aileen", "lastName": "McCrillis" }, { "creatorType": "author", "firstName": "Alice", "lastName": "Graff" }, { "creatorType": "author", "firstName": "Joey", "lastName": "Nicholson" }, { "creatorType": "author", "firstName": "Juanchan", "lastName": "Xu" } ], "abstractNote": "Objective\nThe research obtained information to plan data-related products and services.\n\nMethods\nBiomedical researchers in an academic medical center were selected using purposive sampling and interviewed using open-ended questions based on a literature review. Interviews were conducted until saturation was achieved.\n\nResults\nInterview responses informed library planners about researchers’ key data issues.\n\nConclusions\nThis approach proved valuable for planning data management products and services and raising library visibility among clients in the research data realm.", "publicationTitle": "Journal of the Medical Library Association : JMLA", "publisher": "", "place": "", "date": "2015/07", "volume": "103", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "131-135", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "J Med Libr Assoc", "DOI": "10.3163/1536-5050.103.3.005", "citationKey": "", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4511052/", "accessDate": "2015-08-17T11:22:50Z", "PMID": "26213504", "PMCID": "PMC4511052", "ISSN": "1536-5050", "archive": "", "archiveLocation": "", "shortTitle": "Starting the data conversation", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "3GHE2RIC" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "Z7BH5RDD", "version": 37, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/Z7BH5RDD", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/Z7BH5RDD", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Musen et al.", "parsedDate": "2015-06-25", "numChildren": 3 }, "data": { "key": "Z7BH5RDD", "version": 37, "itemType": "journalArticle", "title": "The center for expanded data annotation and retrieval", "creators": [ { "creatorType": "author", "firstName": "Mark A.", "lastName": "Musen" }, { "creatorType": "author", "firstName": "Carol A.", "lastName": "Bean" }, { "creatorType": "author", "firstName": "Kei-Hoi", "lastName": "Cheung" }, { "creatorType": "author", "firstName": "Michel", "lastName": "Dumontier" }, { "creatorType": "author", "firstName": "Kim A.", "lastName": "Durante" }, { "creatorType": "author", "firstName": "Olivier", "lastName": "Gevaert" }, { "creatorType": "author", "firstName": "Alejandra", "lastName": "Gonzalez-Beltran" }, { "creatorType": "author", "firstName": "Purvesh", "lastName": "Khatri" }, { "creatorType": "author", "firstName": "Steven H.", "lastName": "Kleinstein" }, { "creatorType": "author", "firstName": "Martin J.", "lastName": "O’Connor" }, { "creatorType": "author", "firstName": "Yannick", "lastName": "Pouliot" }, { "creatorType": "author", "firstName": "Philippe", "lastName": "Rocca-Serra" }, { "creatorType": "author", "firstName": "Susanna-Assunta", "lastName": "Sansone" }, { "creatorType": "author", "firstName": "Jeffrey A.", "lastName": "Wiser" }, { "creatorType": "author", "firstName": "the CEDAR", "lastName": "Team" } ], "abstractNote": "The Center for Expanded Data Annotation and Retrieval is studying the creation of comprehensive and expressive metadata for biomedical datasets to facilitate data discovery, data interpretation, and data reuse. We take advantage of emerging community-based standard templates for describing different kinds of biomedical datasets, and we investigate the use of computational techniques to help investigators to assemble templates and to fill in their values. We are creating a repository of metadata from which we plan to identify metadata patterns that will drive predictive data entry when filling in metadata templates. The metadata repository not only will capture annotations specified when experimental datasets are initially created, but also will incorporate links to the published literature, including secondary analyses and possible refinements or retractions of experimental interpretations. By working initially with the Human Immunology Project Consortium and the developers of the ImmPort data repository, we are developing and evaluating an end-to-end solution to the problems of metadata authoring and management that will generalize to other data-management environments.", "publicationTitle": "Journal of the American Medical Informatics Association", "publisher": "", "place": "", "date": "2015/06/25", "volume": "", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "ocv048", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1093/jamia/ocv048", "citationKey": "", "url": "http://jamia.oxfordjournals.org/content/early/2015/06/25/jamia.ocv048", "accessDate": "2015-08-17T10:05:57Z", "PMID": "26112029", "PMCID": "", "ISSN": "1067-5027, 1527-974X", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "jamia.oxfordjournals.org", "callNumber": "", "rights": "© The Author 2015. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com", "extra": "", "tags": [], "collections": [ "3GHE2RIC" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "RQGEAMBP", "version": 37, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/RQGEAMBP", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/RQGEAMBP", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Federer et al.", "parsedDate": "2016-01", "numChildren": 2 }, "data": { "key": "RQGEAMBP", "version": 37, "itemType": "journalArticle", "title": "Data literacy training needs of biomedical researchers", "creators": [ { "creatorType": "author", "firstName": "Lisa M.", "lastName": "Federer" }, { "creatorType": "author", "firstName": "Ya-Ling", "lastName": "Lu" }, { "creatorType": "author", "firstName": "Douglas J.", "lastName": "Joubert" } ], "abstractNote": "Objective\nThe research investigated topic priorities for data literacy training for biomedical researchers and staff.\n\nMethods\nAn electronic survey was used to assess researchers' level of knowledge related to data literacy skills and the relevance of these skills to their work.\n\nResults\nMost respondents did not have any formal training in data literacy. Respondents considered most tasks highly relevant to their work but rated their expertise in tasks lower.\n\nConclusion\nAmong this group, researchers have diverse data literacy training needs. Librarians' expertise makes them well suited to provide such training.", "publicationTitle": "Journal of the Medical Library Association : JMLA", "publisher": "", "place": "", "date": "2016/01", "volume": "104", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "52-57", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "J Med Libr Assoc", "DOI": "10.3163/1536-5050.104.1.008", "citationKey": "", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4722643/", "accessDate": "2016-01-29T17:42:53Z", "PMID": "null", "PMCID": "PMC4722643", "ISSN": "1536-5050", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "3GHE2RIC" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "TWGB6VEQ", "version": 37, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/TWGB6VEQ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/TWGB6VEQ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Dinalo", "parsedDate": "2015-07-03", "numChildren": 2 }, "data": { "key": "TWGB6VEQ", "version": 37, "itemType": "journalArticle", "title": "Delivering Research Data Management Services: Fundamentals of Good Practice, edited by Graham Pryor, Sarah Jones, and Angus Whyte", "creators": [ { "creatorType": "author", "firstName": "Jennifer E.", "lastName": "Dinalo" } ], "abstractNote": "", "publicationTitle": "Medical Reference Services Quarterly", "publisher": "", "place": "", "date": "2015/07/03", "volume": "34", "issue": "3", "section": "", "partNumber": "", "partTitle": "", "pages": "389-390", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1080/02763869.2015.1052704", "citationKey": "", "url": "http://dx.doi.org/10.1080/02763869.2015.1052704", "accessDate": "2015-08-17T11:23:26Z", "PMID": "26211799", "PMCID": "", "ISSN": "0276-3869", "archive": "", "archiveLocation": "", "shortTitle": "Delivering Research Data Management Services", "language": "", "libraryCatalog": "Taylor and Francis+NEJM", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "3GHE2RIC" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "T8DK98FD", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/T8DK98FD", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/T8DK98FD", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Strohmeier and Spichtinger", "parsedDate": "2015", "numChildren": 2 }, "data": { "key": "T8DK98FD", "version": 36, "itemType": "bookSection", "title": "Dealing with Data – Legislative Challenges and Opportunities for the Digital Single Market from the Perspective of Research", "creators": [ { "creatorType": "author", "firstName": "Dr iur Rudolf W.", "lastName": "Strohmeier" }, { "creatorType": "author", "firstName": "Daniel", "lastName": "Spichtinger" }, { "creatorType": "editor", "firstName": "Hermann-Josef", "lastName": "Blanke" }, { "creatorType": "editor", "firstName": "Pedro Cruz", "lastName": "Villalón" }, { "creatorType": "editor", "firstName": "Tonio", "lastName": "Klein" }, { "creatorType": "editor", "firstName": "Jacques", "lastName": "Ziller" } ], "abstractNote": "Data is becoming increasingly important for all aspects of the European economy and this ubiquity of data presents a conundrum for the legislator, who is under pressure from different stakeholders which often have divergent understandings of what actually constitutes “data”. It is therefore all the more surprising, that so few studies, reports and press articles actually address the variety of data in different contexts. This paper provides several classification systems for data and then provides two case studies – at the time of writing still ongoing in the legislative process – about the implications of data in (i) the revision of the copyright review (text and data mining) and (ii) data protection legislation, with emphasis on the perspective of the research community. Both legislative proposals have a potentially significant impact on the ongoing efforts to eliminate barriers in order to realise economic benefits of the digital economy. The authors assert that a flexible framework, which takes the variability of data into account, is needed in order to square the potential tension between accessibility of research data on the one side and IPR and data protection on the other side. They point to the Horizon 2020 open access to research data pilot as a potential example of how such a practical solution could be achieved. The article concludes by pointing to the changes in the scientific system, which are likely to give rise to further opportunities but also challenges for legislators and policy makers alike.", "bookTitle": "Common European Legal Thinking", "series": "", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2015", "publisher": "Springer International Publishing", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "529-541", "ISBN": "978-3-319-19299-4 978-3-319-19300-7", "DOI": "10.1007/978-3-319-19300-7_29", "citationKey": "", "url": "http://link.springer.com/chapter/10.1007/978-3-319-19300-7_29", "accessDate": "2015-10-15T13:13:23Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "link.springer.com", "callNumber": "", "rights": "©2015 Springer International Publishing Switzerland", "extra": "", "tags": [ { "tag": "European Integration", "type": 1 }, { "tag": "European Law", "type": 1 }, { "tag": "Political Science, general", "type": 1 } ], "collections": [ "E4MGN9EJ" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "BQBQG2HE", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/BQBQG2HE", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/BQBQG2HE", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Arend et al.", "parsedDate": "2014-06-24", "numChildren": 1 }, "data": { "key": "BQBQG2HE", "version": 36, "itemType": "journalArticle", "title": "e!DAL - a framework to store, share and publish research data", "creators": [ { "creatorType": "author", "firstName": "Daniel", "lastName": "Arend" }, { "creatorType": "author", "firstName": "Matthias", "lastName": "Lange" }, { "creatorType": "author", "firstName": "Jinbo", "lastName": "Chen" }, { "creatorType": "author", "firstName": "Christian", "lastName": "Colmsee" }, { "creatorType": "author", "firstName": "Steffen", "lastName": "Flemming" }, { "creatorType": "author", "firstName": "Denny", "lastName": "Hecht" }, { "creatorType": "author", "firstName": "Uwe", "lastName": "Scholz" } ], "abstractNote": "The life-science community faces a major challenge in handling “big data”, highlighting the need for high quality infrastructures capable of sharing and publishing research data. Data preservation, analysis, and publication are the three pillars in the “big data life cycle”. The infrastructures currently available for managing and publishing data are often designed to meet domain-specific or project-specific requirements, resulting in the repeated development of proprietary solutions and lower quality data publication and preservation overall.\nPMID: 24958009", "publicationTitle": "BMC Bioinformatics", "publisher": "", "place": "", "date": "2014/06/24", "volume": "15", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "214", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1186/1471-2105-15-214", "citationKey": "", "url": "http://www.biomedcentral.com/1471-2105/15/214/abstract", "accessDate": "2014-12-11T13:22:25Z", "PMID": "24958009", "PMCID": "", "ISSN": "1471-2105", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "en", "libraryCatalog": "www.biomedcentral.com", "callNumber": "", "rights": "2014 Arend et al.; licensee BioMed Central Ltd.", "extra": "", "tags": [ { "tag": "Data publication", "type": 1 }, { "tag": "JAVA API", "type": 1 }, { "tag": "Metadata annotation", "type": 1 }, { "tag": "Persistent identifier", "type": 1 }, { "tag": "Shared repositories", "type": 1 }, { "tag": "research data management", "type": 1 } ], "collections": [ "E4MGN9EJ" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "I5AXXBGC", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/I5AXXBGC", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/I5AXXBGC", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Castro et al.", "parsedDate": "2015", "numChildren": 2 }, "data": { "key": "I5AXXBGC", "version": 36, "itemType": "bookSection", "title": "Ontologies for Research Data Description: A Design Process Applied to Vehicle Simulation", "creators": [ { "creatorType": "author", "firstName": "João Aguiar", "lastName": "Castro" }, { "creatorType": "author", "firstName": "Deborah", "lastName": "Perrotta" }, { "creatorType": "author", "firstName": "Ricardo Carvalho", "lastName": "Amorim" }, { "creatorType": "author", "firstName": "João Rocha da", "lastName": "Silva" }, { "creatorType": "author", "firstName": "Cristina", "lastName": "Ribeiro" }, { "creatorType": "editor", "firstName": "Emmanouel", "lastName": "Garoufallou" }, { "creatorType": "editor", "firstName": "Richard J.", "lastName": "Hartley" }, { "creatorType": "editor", "firstName": "Panorea", "lastName": "Gaitanou" } ], "abstractNote": "Data description is an essential part of research data management, and it is easy to argue for the importance of describing data early in the research workflow. Specific metadata schemas are often proposed to support description. Given the diversity of research domains, such schemas are often missing, and when available they may be too generic, too complex or hard to incorporate in a description platform. In this paper we present a method used to design metadata models for research data description as ontologies. Ontologies are gaining acceptance as knowledge representation structures, and we use them here in the scope of the Dendro platform. The ontology design process is illustrated with a case study from Vehicle Simulation. According to the design process, the resulting model was validated by a domain specialist.", "bookTitle": "Metadata and Semantics Research", "series": "Communications in Computer and Information Science", "seriesNumber": "544", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2015", "publisher": "Springer International Publishing", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "348-354", "ISBN": "978-3-319-24128-9 978-3-319-24129-6", "DOI": "10.1007/978-3-319-24129-6_30", "citationKey": "", "url": "http://link.springer.com/chapter/10.1007/978-3-319-24129-6_30", "accessDate": "2015-10-15T13:16:17Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "Ontologies for Research Data Description", "language": "en", "libraryCatalog": "link.springer.com", "callNumber": "", "rights": "©2015 Springer International Publishing Switzerland", "extra": "", "tags": [ { "tag": "Artificial Intelligence (incl. Robotics)", "type": 1 }, { "tag": "DATABASE management", "type": 1 }, { "tag": "Document Preparation and Text Processing", "type": 1 }, { "tag": "Information Storage and Retrieval", "type": 1 }, { "tag": "Information Systems Applications (incl. Internet)", "type": 1 }, { "tag": "Metadata models", "type": 1 }, { "tag": "Ontologies", "type": 1 }, { "tag": "Vehicle simulation", "type": 1 }, { "tag": "research data management", "type": 1 } ], "collections": [ "DCE7S89A" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "NNJPXD7T", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/NNJPXD7T", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/NNJPXD7T", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "ten Hoopen et al.", "parsedDate": "2016-02-09", "numChildren": 2 }, "data": { "key": "NNJPXD7T", "version": 36, "itemType": "journalArticle", "title": "Value, but high costs in post-deposition data curation", "creators": [ { "creatorType": "author", "firstName": "Petra", "lastName": "ten Hoopen" }, { "creatorType": "author", "firstName": "Clara", "lastName": "Amid" }, { "creatorType": "author", "firstName": "Pier", "lastName": "Luigi Buttigieg" }, { "creatorType": "author", "firstName": "Evangelos", "lastName": "Pafilis" }, { "creatorType": "author", "firstName": "Panos", "lastName": "Bravakos" }, { "creatorType": "author", "firstName": "Ana M.", "lastName": "Cerdeño-Tárraga" }, { "creatorType": "author", "firstName": "Richard", "lastName": "Gibson" }, { "creatorType": "author", "firstName": "Tim", "lastName": "Kahlke" }, { "creatorType": "author", "firstName": "Aglaia", "lastName": "Legaki" }, { "creatorType": "author", "firstName": "Kada", "lastName": "Narayana Murthy" }, { "creatorType": "author", "firstName": "Gabriella", "lastName": "Papastefanou" }, { "creatorType": "author", "firstName": "Emiliano", "lastName": "Pereira" }, { "creatorType": "author", "firstName": "Marc", "lastName": "Rossello" }, { "creatorType": "author", "firstName": "Ana", "lastName": "Luisa Toribio" }, { "creatorType": "author", "firstName": "Guy", "lastName": "Cochrane" } ], "abstractNote": "Discoverability of sequence data in primary data archives is proportional to the richness of contextual information associated with the data. Here, we describe an exercise in the improvement of contextual information surrounding sample records associated with metagenomics sequence reads available in the European Nucleotide Archive. We outline the annotation process and summarize findings of this effort aimed at increasing usability of publicly available environmental data. Furthermore, we emphasize the benefits of such an exercise and detail its costs. We conclude that such a third party annotation approach is expensive and has value as an element of curation, but should form only part of a more sustainable submitter-driven approach., Database URL: http://www.ebi.ac.uk/ena", "publicationTitle": "Database: The Journal of Biological Databases and Curation", "publisher": "", "place": "", "date": "2016-2-09", "volume": "2016", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Database (Oxford)", "DOI": "10.1093/database/bav126", "citationKey": "", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747322/", "accessDate": "2016-03-08T14:39:58Z", "PMID": "26861660", "PMCID": "PMC4747322", "ISSN": "1758-0463", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "3GHE2RIC" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "G34IAHHD", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/G34IAHHD", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/G34IAHHD", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Yang et al.", "parsedDate": "2015", "numChildren": 1 }, "data": { "key": "G34IAHHD", "version": 36, "itemType": "journalArticle", "title": "Data Curation: Improving Environmental Health Data Quality", "creators": [ { "creatorType": "author", "firstName": "Lin", "lastName": "Yang" }, { "creatorType": "author", "firstName": "Jiao", "lastName": "Li" }, { "creatorType": "author", "firstName": "Li", "lastName": "Hou" }, { "creatorType": "author", "firstName": "Qing", "lastName": "Qian" } ], "abstractNote": "With the growing recognition of the influence of climate change on human health, scientists' attention to analyzing the relationship between meteorological factors and adverse health effects. However, the paucity of high quality integrated data is one of the great challenges, especially when scientific studies rely on data-intensive computing. This paper aims to design an appropriate curation process to address this problem. We present a data curation workflow that: (i) follows the guidance of DCC Curation Lifecycle Model; (ii) combines manual curation with automatic curation; (iii) and solves environmental health data curation problem. The workflow was applied to a medical knowledge service system and showed that it was capable of improving work efficiency and data quality.", "publicationTitle": "Studies in Health Technology and Informatics", "publisher": "", "place": "", "date": "2015", "volume": "216", "issue": "", "section": "", "partNumber": "", "partTitle": "", "pages": "1061", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "Stud Health Technol Inform", "DOI": "", "citationKey": "", "url": "", "accessDate": "", "PMID": "26262360", "PMCID": "", "ISSN": "0926-9630", "archive": "", "archiveLocation": "", "shortTitle": "Data Curation", "language": "eng", "libraryCatalog": "PubMed", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "B2IV34QZ" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "GZ3QV7UW", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/GZ3QV7UW", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/GZ3QV7UW", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Clark et al.", "parsedDate": "2015-03-22", "numChildren": 2 }, "data": { "key": "GZ3QV7UW", "version": 36, "itemType": "journalArticle", "title": "Machines first, humans second: on the importance of algorithmic interpretation of open chemistry data", "creators": [ { "creatorType": "author", "firstName": "Alex M.", "lastName": "Clark" }, { "creatorType": "author", "firstName": "Antony J.", "lastName": "Williams" }, { "creatorType": "author", "firstName": "Sean", "lastName": "Ekins" } ], "abstractNote": "PMID: 25798198", "publicationTitle": "Journal of Cheminformatics", "publisher": "", "place": "", "date": "2015/03/22", "volume": "7", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "9", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "", "DOI": "10.1186/s13321-015-0057-7", "citationKey": "", "url": "http://www.jcheminf.com/content/7/1/9/abstract", "accessDate": "2015-04-20T15:47:54Z", "PMID": "25798198", "PMCID": "", "ISSN": "1758-2946", "archive": "", "archiveLocation": "", "shortTitle": "Machines first, humans second", "language": "en", "libraryCatalog": "www.jcheminf.com", "callNumber": "", "rights": "2015 Clark et al.; licensee Springer.", "extra": "", "tags": [ { "tag": "Cheminformatics", "type": 1 }, { "tag": "File formats", "type": 1 }, { "tag": "Open lab notebooks", "type": 1 }, { "tag": "Public data", "type": 1 }, { "tag": "machine learning", "type": 1 } ], "collections": [ "2FXRMV6M" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "CQ8DK3VZ", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/CQ8DK3VZ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/CQ8DK3VZ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Rousidis et al.", "parsedDate": "2015", "numChildren": 2 }, "data": { "key": "CQ8DK3VZ", "version": 36, "itemType": "bookSection", "title": "Evaluation of Metadata in Research Data Repositories: The Case of the DC.Subject Element", "creators": [ { "creatorType": "author", "firstName": "Dimitris", "lastName": "Rousidis" }, { "creatorType": "author", "firstName": "Emmanouel", "lastName": "Garoufallou" }, { "creatorType": "author", "firstName": "Panos", "lastName": "Balatsoukas" }, { "creatorType": "author", "firstName": "Miguel-Angel", "lastName": "Sicilia" }, { "creatorType": "editor", "firstName": "Emmanouel", "lastName": "Garoufallou" }, { "creatorType": "editor", "firstName": "Richard J.", "lastName": "Hartley" }, { "creatorType": "editor", "firstName": "Panorea", "lastName": "Gaitanou" } ], "abstractNote": "Research Data repositories are growing in terms of volume rapidly and exponentially. Their main goal is to provide scientists the essential mechanism to store, share, and re-use datasets generated at various stages of the research process. Despite the fact that metadata play an important role for research data management in the context of these repositories, several factors - such as the big volume of data and its complex lifecycles, as well as operational constraints related to financial resources and human factors - may impede the effectiveness of several metadata elements. The aim of the research reported in this paper was to perform a descriptive analysis of the DC.Subject metadata element and to identify its data quality problems in the context of the Dryad research data repository. In order to address this aim a total of 4.557 packages and 13.638 data files were analysed following a data-preprocessing method. The findings showed emerging trends about the subject coverage of the repository (e.g. the most popular subjects and the authors that contributed the most for these subjects). Also, quality problems related to the lack of controlled vocabulary and standardisation were very common. This study has implications for the evaluation of metadata and the improvement of the quality of the research data annotation process.", "bookTitle": "Metadata and Semantics Research", "series": "Communications in Computer and Information Science", "seriesNumber": "544", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2015", "publisher": "Springer International Publishing", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "203-213", "ISBN": "978-3-319-24128-9 978-3-319-24129-6", "DOI": "10.1007/978-3-319-24129-6_18", "citationKey": "", "url": "http://link.springer.com/chapter/10.1007/978-3-319-24129-6_18", "accessDate": "2015-10-15T13:14:07Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "Evaluation of Metadata in Research Data Repositories", "language": "en", "libraryCatalog": "link.springer.com", "callNumber": "", "rights": "©2015 Springer International Publishing Switzerland", "extra": "", "tags": [ { "tag": "Artificial Intelligence (incl. Robotics)", "type": 1 }, { "tag": "DATABASE management", "type": 1 }, { "tag": "DC.subject", "type": 1 }, { "tag": "Data quality", "type": 1 }, { "tag": "Descriptive analysis", "type": 1 }, { "tag": "Document Preparation and Text Processing", "type": 1 }, { "tag": "Information Storage and Retrieval", "type": 1 }, { "tag": "Information Systems Applications (incl. Internet)", "type": 1 }, { "tag": "Metadata", "type": 1 }, { "tag": "Open access repositories", "type": 1 }, { "tag": "big data", "type": 1 } ], "collections": [ "4C57KPIJ" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "2GKGHGEC", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/2GKGHGEC", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/2GKGHGEC", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Robertz et al.", "parsedDate": "2016", "numChildren": 1 }, "data": { "key": "2GKGHGEC", "version": 36, "itemType": "bookSection", "title": "Forschungsdaten zur Lage in Deutschland aus länderübergreifender Perspektive", "creators": [ { "creatorType": "author", "firstName": "Prof Dr Frank J.", "lastName": "Robertz" }, { "creatorType": "author", "firstName": "Prof Dr Atte", "lastName": "Oksanen" }, { "creatorType": "author", "firstName": "Prof Dr Pekka", "lastName": "Räsänen" } ], "abstractNote": "", "bookTitle": "Viktimisierung junger Menschen im Internet", "series": "essentials", "seriesNumber": "", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2016", "publisher": "Springer Fachmedien Wiesbaden", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "17-23", "ISBN": "978-3-658-12324-6 978-3-658-12325-3", "DOI": "10.1007/978-3-658-12325-3_4", "citationKey": "", "url": "http://link.springer.com/chapter/10.1007/978-3-658-12325-3_4", "accessDate": "2016-01-13T11:10:13Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "de", "libraryCatalog": "link.springer.com", "callNumber": "", "rights": "©2016 Springer Fachmedien Wiesbaden", "extra": "", "tags": [ { "tag": "Educational Psychology", "type": 1 }, { "tag": "Pediatrics", "type": 1 }, { "tag": "Psychotherapy", "type": 1 }, { "tag": "Psychotherapy and Counseling", "type": 1 }, { "tag": "Youth Offending and Juvenile Justice", "type": 1 } ], "collections": [ "E4MGN9EJ" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "BR7FFRHZ", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/BR7FFRHZ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/BR7FFRHZ", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Liang et al.", "parsedDate": "2015-11-13", "numChildren": 1 }, "data": { "key": "BR7FFRHZ", "version": 36, "itemType": "bookSection", "title": "iCurate: A Research Data Management System", "creators": [ { "creatorType": "author", "firstName": "Shuo", "lastName": "Liang" }, { "creatorType": "author", "firstName": "Violeta", "lastName": "Holmes" }, { "creatorType": "author", "firstName": "Grigoris", "lastName": "Antoniou" }, { "creatorType": "author", "firstName": "Joshua", "lastName": "Higgins" }, { "creatorType": "editor", "firstName": "Antonis", "lastName": "Bikakis" }, { "creatorType": "editor", "firstName": "Xianghan", "lastName": "Zheng" } ], "abstractNote": "Scientific research activities generate a large amount of data, which varies in format, volume, structure and ownership. Although there are revision control systems and databases developed for data archiving, the traditional data management methods are not suitable for High-Performance Computing (HPC) systems. The files in such systems do not have semantic annotations and cannot be archived and managed for public dissemination. We have proposed and developed a Research Data Management (RDM) system, ‘iCurate’, which provides easy-to-use RDM facilities with semantic annotations. The system incorporates Metadata Retrieval, Departmental Archiving, Workflow Management System, Meta data Validation and Self Inferencing. The ‘i’ emphasises the user-oriented design. iCurate will support researchers by annotating their data in a clearer and machine readable way from its production to publication for the future reuse.", "bookTitle": "Multi-disciplinary Trends in Artificial Intelligence", "series": "Lecture Notes in Computer Science", "seriesNumber": "9426", "volume": "", "numberOfVolumes": "", "edition": "", "date": "2015/11/13", "publisher": "Springer International Publishing", "place": "", "originalDate": "", "originalPublisher": "", "originalPlace": "", "format": "", "pages": "39-47", "ISBN": "978-3-319-26180-5 978-3-319-26181-2", "DOI": "10.1007/978-3-319-26181-2_4", "citationKey": "", "url": "http://link.springer.com/chapter/10.1007/978-3-319-26181-2_4", "accessDate": "2015-12-09T16:39:11Z", "ISSN": "", "archive": "", "archiveLocation": "", "shortTitle": "iCurate", "language": "en", "libraryCatalog": "link.springer.com", "callNumber": "", "rights": "©2015 Springer International Publishing Switzerland", "extra": "", "tags": [ { "tag": "Algorithm Analysis and Problem Complexity", "type": 1 }, { "tag": "Artificial Intelligence (incl. Robotics)", "type": 1 }, { "tag": "Data Mining and Knowledge Discovery", "type": 1 }, { "tag": "Human-computer interaction", "type": 1 }, { "tag": "Image Processing and Computer Vision", "type": 1 }, { "tag": "Information Systems Applications (incl. Internet)", "type": 1 }, { "tag": "Linked Open Data", "type": 1 }, { "tag": "Pattern Recognition", "type": 1 }, { "tag": "Semantic Web", "type": 1 }, { "tag": "big data", "type": 1 }, { "tag": "data curation", "type": 1 }, { "tag": "research data management", "type": 1 }, { "tag": "research support", "type": 1 } ], "collections": [ "7CGGPNBA" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "PZQ5VNSI", "version": 36, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/PZQ5VNSI", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/PZQ5VNSI", "type": "text/html" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "creatorSummary": "Goben and Raszewski", "parsedDate": "2015-01", "numChildren": 2 }, "data": { "key": "PZQ5VNSI", "version": 36, "itemType": "journalArticle", "title": "The data life cycle applied to our own data", "creators": [ { "creatorType": "author", "firstName": "Abigail", "lastName": "Goben" }, { "creatorType": "author", "firstName": "Rebecca", "lastName": "Raszewski" } ], "abstractNote": "Increased demand for data-driven decision making is driving the need for librarians to be facile with the data life cycle. This case study follows the migration of reference desk statistics from handwritten to digital format. This shift presented two opportunities: first, the availability of a nonsensitive data set to improve the librarians' understanding of data-management and statistical analysis skills, and second, the use of analytics to directly inform staffing decisions and departmental strategic goals. By working through each step of the data life cycle, library faculty explored data gathering, storage, sharing, and analysis questions.", "publicationTitle": "Journal of the Medical Library Association : JMLA", "publisher": "", "place": "", "date": "2015/1", "volume": "103", "issue": "1", "section": "", "partNumber": "", "partTitle": "", "pages": "40-44", "series": "", "seriesTitle": "", "seriesText": "", "journalAbbreviation": "J Med Libr Assoc", "DOI": "10.3163/1536-5050.103.1.008", "citationKey": "", "url": "http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279933/", "accessDate": "2015-01-30T16:30:55Z", "PMID": "25552944", "PMCID": "PMC4279933", "ISSN": "1536-5050", "archive": "", "archiveLocation": "", "shortTitle": "", "language": "", "libraryCatalog": "PubMed Central", "callNumber": "", "rights": "", "extra": "", "tags": [], "collections": [ "7CGGPNBA" ], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "D4KCF52V", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/D4KCF52V", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/D4KCF52V", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/JXX9VAF4", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } } }, "data": { "key": "D4KCF52V", "version": 29, "parentItem": "JXX9VAF4", "itemType": "attachment", "linkMode": "imported_url", "title": "Snapshot", "accessDate": "2016-01-29T16:32:39Z", "url": "https://mpra.ub.uni-muenchen.de/68799/", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "68799.html", "md5": "589fcf7b875df5896d3fb0610cf4a447", "mtime": 1454085159753, "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "534ZAUK9", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/534ZAUK9", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/534ZAUK9", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/BIS9N6ZX", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } } }, "data": { "key": "534ZAUK9", "version": 29, "parentItem": "BIS9N6ZX", "itemType": "attachment", "linkMode": "imported_url", "title": "For Want of a Nail: Three Tropes in Digital Curation", "accessDate": "2016-01-13T10:47:30Z", "url": "http://researchrepository.ucd.ie/handle/10197/7272", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "7272.html", "md5": "7ac548ed6500e65a4b82218506e97b8d", "mtime": 1452682049619, "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "NGQ2RHAZ", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/NGQ2RHAZ", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/NGQ2RHAZ", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/AS5U6I2H", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } }, "numChildren": 0 }, "data": { "key": "NGQ2RHAZ", "version": 29, "parentItem": "AS5U6I2H", "itemType": "attachment", "linkMode": "imported_url", "title": "Full Text PDF", "accessDate": "2015-12-09T16:38:05Z", "url": "http://repository.kaust.edu.sa/kaust/bitstream/10754/582465/1/Academic_Libraries_Role_in_Improving_an_Institutions_Research_Impact_SIBF_ALA%20-%20DG-JK-MB_v3.pdf", "note": "", "contentType": "application/pdf", "charset": "", "filename": "Tamarkin et al. - 2015 - Academic Libraries’ Role in Improving Institutions.pdf", "md5": "060a31fed1614e9ab0d96a4cb623862d", "mtime": 1449679090126, "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "MF9ZCAX6", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/MF9ZCAX6", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/MF9ZCAX6", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/G34IAHHD", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } } }, "data": { "key": "MF9ZCAX6", "version": 29, "parentItem": "G34IAHHD", "itemType": "attachment", "linkMode": "linked_url", "title": "PubMed entry", "accessDate": "2015-08-19T09:17:44Z", "url": "http://www.ncbi.nlm.nih.gov/pubmed/26262360", "note": "", "contentType": "text/html", "charset": "", "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "Z6F9S5QV", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/Z6F9S5QV", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/Z6F9S5QV", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/GHS2BWPG", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } } }, "data": { "key": "Z6F9S5QV", "version": 29, "parentItem": "GHS2BWPG", "itemType": "attachment", "linkMode": "imported_url", "title": "Snapshot", "accessDate": "2015-06-10T07:45:12Z", "url": "http://hub.hku.hk/handle/10722/209960", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "209960.html", "md5": "58848f3782e0449e250a4b6e75bf8064", "mtime": 1433922313229, "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "T44H29I7", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/T44H29I7", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/T44H29I7", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/3EZG7XF2", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } } }, "data": { "key": "T44H29I7", "version": 29, "parentItem": "3EZG7XF2", "itemType": "attachment", "linkMode": "imported_url", "title": "Accueil", "accessDate": "2015-11-05T13:07:57Z", "url": "https://hal.archives-ouvertes.fr/", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "hal.archives-ouvertes.fr.html", "md5": "ff65c26c0634649e34f019bbed39623f", "mtime": 1446728877047, "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } }, { "key": "8XIERD4E", "version": 29, "library": { "type": "group", "id": 409371, "name": "DLCM", "links": { "alternate": { "href": "https://www.zotero.org/groups/dlcm", "type": "text/html" } } }, "links": { "self": { "href": "https://api.zotero.org/groups/409371/items/8XIERD4E", "type": "application/json" }, "alternate": { "href": "https://www.zotero.org/groups/dlcm/items/8XIERD4E", "type": "text/html" }, "up": { "href": "https://api.zotero.org/groups/409371/items/P7J479FB", "type": "application/json" } }, "meta": { "createdByUser": { "id": 959657, "username": "ElianeBlumer", "name": "Eliane Blumer", "links": { "alternate": { "href": "https://www.zotero.org/elianeblumer", "type": "text/html" } } } }, "data": { "key": "8XIERD4E", "version": 29, "parentItem": "P7J479FB", "itemType": "attachment", "linkMode": "imported_url", "title": "Snapshot", "accessDate": "2015-11-05T11:57:59Z", "url": "http://hal.univ-lille3.fr/hal-01198379v1", "note": "", "contentType": "text/html", "charset": "utf-8", "filename": "hal-01198379v1.html", "md5": "769432069c0f1cbdbc01325cfe632619", "mtime": 1446724680136, "tags": [], "relations": {}, "dateAdded": "2016-04-06T15:01:27Z", "dateModified": "2016-04-06T15:01:27Z" } } ]