{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,5,22]],"date-time":"2024-05-22T13:15:19Z","timestamp":1716383719694},"reference-count":28,"publisher":"Wiley","issue":"12","license":[{"start":{"date-parts":[[2010,12,15]],"date-time":"2010-12-15T00:00:00Z","timestamp":1292371200000},"content-version":"vor","delay-in-days":14,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Am. Soc. Inf. Sci."],"published-print":{"date-parts":[[2010,12]]},"abstract":"Abstract<\/jats:title>The explosion of disaster health information results in information overload among response professionals. The objective of this project was to determine the feasibility of applying semantic natural language processing (NLP) technology to addressing this overload. The project characterizes concepts and relationships commonly used in disaster health\u2010related documents on influenza pandemics, as the basis for adapting an existing semantic summarizer to the domain. Methods include human review and semantic NLP analysis of a set of relevant documents. This is followed by a pilot test in which two information specialists use the adapted application for a realistic information\u2010seeking task. According to the results, the ontology of influenza epidemics management can be described via a manageable number of semantic relationships that involve concepts from a limited number of semantic types. Test users demonstrate several ways to engage with the application to obtain useful information. This suggests that existing semantic NLP algorithms can be adapted to support information summarization and visualization in influenza epidemics and other disaster health areas. However, additional research is needed in the areas of terminology development (as many relevant relationships and terms are not part of existing standardized vocabularies), NLP, and user interface design.<\/jats:p>","DOI":"10.1002\/asi.21414","type":"journal-article","created":{"date-parts":[[2010,8,29]],"date-time":"2010-08-29T18:09:17Z","timestamp":1283105357000},"page":"2531-2543","source":"Crossref","is-referenced-by-count":18,"title":["Adapting semantic natural language processing technology to address information overload in influenza epidemic management"],"prefix":"10.1002","volume":"61","author":[{"given":"Alla","family":"Keselman","sequence":"first","affiliation":[]},{"given":"Graciela","family":"Rosemblat","sequence":"additional","affiliation":[]},{"given":"Halil","family":"Kilicoglu","sequence":"additional","affiliation":[]},{"given":"Marcelo","family":"Fiszman","sequence":"additional","affiliation":[]},{"given":"Honglan","family":"Jin","sequence":"additional","affiliation":[]},{"given":"Dongwook","family":"Shin","sequence":"additional","affiliation":[]},{"given":"Thomas C.","family":"Rindflesch","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2010,12,15]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1142\/9789812772435_0021"},{"key":"e_1_2_8_3_1","first-page":"118","volume-title":"Proceedings of the Fifth International Conference on Information Systems for Crisis Response and Management (5th ISCRAM)","author":"Andersson D.","year":"2008"},{"issue":"3","key":"e_1_2_8_4_1","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1017\/S1049023X00004581","article-title":"What's in a word","volume":"22","author":"Birnbaum M.L.","year":"2007","journal-title":"Prehospital and Disaster Medicine"},{"issue":"68","key":"e_1_2_8_5_1","article-title":"The importance of the concepts of disaster, catastrophe, violence, trauma and barbarism in defining posttraumatic stress disorder in clinical practice","volume":"8","author":"Braga L.L.","year":"2008","journal-title":"BMC Psychiatry"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2004.04.001"},{"key":"e_1_2_8_7_1","volume-title":"Proceedings of the Sixth International Conference on Information Systems for Crisis Response and Management (6th ISCRAM)","author":"Collins L.M.","year":"2009"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2008.10.002"},{"key":"e_1_2_8_9_1","first-page":"187","volume-title":"Proceedings of the AMIA 2008 Annual Symposium (AMIA'08)","author":"Fiszman M.","year":"2008"},{"issue":"1","key":"e_1_2_8_10_1","first-page":"506","article-title":"Summarization of an online medical encyclopedia","volume":"107","author":"Fiszman M.","year":"2004","journal-title":"Studies in Health Technology and Informatics"},{"key":"e_1_2_8_11_1","first-page":"254","volume-title":"Proceedings of the AMIA 2006 Annual Symposium (AMIA'08)","author":"Fiszman M.","year":"2006"},{"key":"e_1_2_8_12_1","unstructured":"Gill M. 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