{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T15:28:49Z","timestamp":1781105329138,"version":"3.54.1"},"reference-count":36,"publisher":"IGI Global Scientific Publishing","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014,1,1]]},"abstract":"<p>The pragmatic context of information is a fundamental characteristic that is not often formally addressed in data integration. This paper discusses the challenges of modeling the multiple contexts at play in data integration. A simple data integration context modeling framework is introduced that we believe addresses important issues of representing a pragmatic context. It allows for multiple data sources from similar domains to be brought together without having to designate one as the \u201ctrue\u201d semantics. An example is provided showing how this approach supports integration efforts.<\/p>","DOI":"10.4018\/ijcssa.2014010101","type":"journal-article","created":{"date-parts":[[2014,12,9]],"date-time":"2014-12-09T08:53:19Z","timestamp":1418115199000},"page":"1-17","source":"Crossref","is-referenced-by-count":0,"title":["Understanding and Modeling Context in Data Integration"],"prefix":"10.4018","volume":"2","author":[{"given":"William T.","family":"Sabados","sequence":"first","affiliation":[{"name":"The University of Alabama in Huntsville, Huntsville, AL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Harry S.","family":"Delugach","sequence":"additional","affiliation":[{"name":"The University of Alabama in Huntsville, Huntsville, AL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"ijcssa.2014010101-0","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmcj.2009.06.002"},{"key":"ijcssa.2014010101-1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2004.07.001"},{"key":"ijcssa.2014010101-2","doi-asserted-by":"crossref","DOI":"10.4324\/9780203014936","author":"D.Chandler","year":"2007","journal-title":"Semiotics: The Basics"},{"key":"ijcssa.2014010101-3","author":"M.Chein","year":"2008","journal-title":"Graph-based Knowledge Representation: Computational Foundations of Conceptual Graphs"},{"key":"ijcssa.2014010101-4","doi-asserted-by":"publisher","DOI":"10.1109\/MOBIQ.2004.1331732"},{"key":"ijcssa.2014010101-5","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-0087-2"},{"key":"ijcssa.2014010101-6","unstructured":"Croitoru, M. (2006). Conceptual Graphs at Work\u202f: Efficient Reasoning and Applications (Doctorial dissertation). University of Aberdeen, Aberdeen."},{"key":"ijcssa.2014010101-7","unstructured":"Croitoru, M., & Compatangelo, E. (2003). Domain Knowledge Articulation using Integration Graphs. In Proceedings of the Eurolan \u201903 Workshop on Ontologies and Information Extraction (pp. 1\u20139)."},{"key":"ijcssa.2014010101-8","first-page":"267","article-title":"Hierarchical Knowledge Integration Using Layered Conceptual Graphs","volume":"Vol. 3596","author":"M.Croitoru","year":"2005","journal-title":"Conceptual Structures: Common Semantics for Sharing Knowledge"},{"key":"ijcssa.2014010101-9","doi-asserted-by":"publisher","DOI":"10.1201\/9781420060638.ch14"},{"key":"ijcssa.2014010101-10","first-page":"83","article-title":"Semantic integration research in the database community: A brief survey.","volume":"26","author":"A.Doan","year":"2005","journal-title":"AI Magazine"},{"key":"ijcssa.2014010101-11","first-page":"67","article-title":"Navigational plans for data integration.","author":"M.Friedman","year":"1999","journal-title":"Proceedings of the Sixteenth National Conference on Artificial Intelligence and the Eleventh Innovative Applications of Artificial Intelligence Conference Innovative Applications of Artificial Intelligence"},{"key":"ijcssa.2014010101-12","doi-asserted-by":"publisher","DOI":"10.4108\/ICST.AMBISYS2008.2869"},{"key":"ijcssa.2014010101-13","first-page":"348","author":"B.Ganter","year":"2005","journal-title":"Formal Concept Analysis: Foundations and Applications"},{"key":"ijcssa.2014010101-14","doi-asserted-by":"publisher","DOI":"10.1109\/PERCOMW.2004.1276901"},{"key":"ijcssa.2014010101-15","article-title":"Generating and optimising views from both as view data integration rules.","author":"E.Jasper","year":"2004","journal-title":"Proceedings of 6th Baltic Conference on Database and Integration Systems"},{"key":"ijcssa.2014010101-16","doi-asserted-by":"publisher","DOI":"10.1080\/13546780143000099"},{"key":"ijcssa.2014010101-17","doi-asserted-by":"crossref","first-page":"3332","DOI":"10.1007\/978-0-387-39940-9_1072","article-title":"View-based data integration","author":"Y.Katsis","year":"2009","journal-title":"Encyclopedia of Database Systems"},{"key":"ijcssa.2014010101-18","first-page":"94","article-title":"The philosophical context of Peirce\u2019s existential graphs.","author":"M.Keeler","year":"1995","journal-title":"3rd Intl. Conf. on Conceptual Structures: Applications, Implementation and Theory, Proceedings Supplement"},{"key":"ijcssa.2014010101-19","doi-asserted-by":"publisher","DOI":"10.1145\/1228175.1228191"},{"key":"ijcssa.2014010101-20","doi-asserted-by":"publisher","DOI":"10.1145\/1879831.1879832"},{"key":"ijcssa.2014010101-21","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.010413.00207"},{"key":"ijcssa.2014010101-22","doi-asserted-by":"publisher","DOI":"10.1145\/543613.543644"},{"key":"ijcssa.2014010101-23","author":"G. F.Luger","year":"2009","journal-title":"Artificial Intelligence: Structures and Strategies for Complex Problem Solving"},{"key":"ijcssa.2014010101-24","unstructured":"Madhavan, J., Jeffery, S. R., Cohen, S., Dong, X. L., Ko, D., Yu, C., & Halevy, A. (2007). Web-scale Data Integration\u202f: You can only afford to Pay As You Go. In G. Weikum, J. Hellerstein, & M. Stonebraker (Eds.), Conference on Innovative Database Research (pp. 342\u2013350). Conference on Innovative Data Systems Research."},{"key":"ijcssa.2014010101-25","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-46439-5_6"},{"key":"ijcssa.2014010101-26","doi-asserted-by":"publisher","DOI":"10.1145\/1552262.1552268"},{"key":"ijcssa.2014010101-27","doi-asserted-by":"publisher","DOI":"10.1145\/2068736.2068739"},{"key":"ijcssa.2014010101-28","doi-asserted-by":"publisher","DOI":"10.1145\/363921.363944"},{"key":"ijcssa.2014010101-29","doi-asserted-by":"publisher","DOI":"10.1109\/MCSA.1994.512740"},{"key":"ijcssa.2014010101-30","doi-asserted-by":"publisher","DOI":"10.1016\/S0097-8493(99)00120-X"},{"key":"ijcssa.2014010101-31","author":"J.Sowa","year":"1984","journal-title":"Conceptual Structures: Information Processing in Mind and Machine"},{"key":"ijcssa.2014010101-32","doi-asserted-by":"publisher","DOI":"10.3115\/982163.982175"},{"key":"ijcssa.2014010101-33","unstructured":"Sowa, J. F. (n.d.). Conceptual Graphs. Retrieved from http:\/\/www.jfsowa.com\/cg\/cg_hbook.pdf"},{"key":"ijcssa.2014010101-34","unstructured":"Strang, T., & Linnhoff-popien, C. (2004). A Context Modeling Survey. In A Context Modeling Survey, Workshop on Advanced Context Modeling, Reasoning and Management as part of UbiComp 2004 - The 6th International Conference on Ubiquitous Computing, Nottingham\/England."},{"key":"ijcssa.2014010101-35","doi-asserted-by":"publisher","DOI":"10.1145\/128756.128759"}],"container-title":["International Journal of Conceptual Structures and Smart Applications"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=120231","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T14:26:18Z","timestamp":1654093578000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/ijcssa.2014010101"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2014,1,1]]},"references-count":36,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijcssa.2014010101","relation":{},"ISSN":["2166-7292","2166-7306"],"issn-type":[{"value":"2166-7292","type":"print"},{"value":"2166-7306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,1,1]]}}}