{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,10,3]],"date-time":"2023-10-03T08:11:31Z","timestamp":1696320691021},"reference-count":49,"publisher":"Wiley","issue":"6","license":[{"start":{"date-parts":[[2016,7,29]],"date-time":"2016-07-29T00:00:00Z","timestamp":1469750400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Expert Systems"],"published-print":{"date-parts":[[2016,12]]},"abstract":"Abstract<\/jats:title>The integration of data from various electronic health record (EHR) systems presents a critical conflict in the sharing and exchanging of patient information across a diverse group of health\u2010oriented organizations. Patient health records in each system are annotated with ontologies utilizing different health\u2010care standards, creating ontology conflicts both at the schema and data levels. In this study, we introduce the concept of semantic ontology mapping for the facilitation and interoperability of heterogeneous EHR systems. This approach proposes a means of detecting and resolving the data\u2010level conflicts that generally exist in the ontology mapping process. We have extended the semantic bridge ontology in support of ontology mapping at the data level and generated the required mapping rules to reconcile data from different ontological sources into a canonical format. As a result, linked\u2010patient data are generated and made available in a semantic query engine to facilitate user queries of patient data across heterogeneous EHR systems.<\/jats:p>","DOI":"10.1111\/exsy.12167","type":"journal-article","created":{"date-parts":[[2016,12,17]],"date-time":"2016-12-17T14:39:59Z","timestamp":1481985599000},"page":"531-547","source":"Crossref","is-referenced-by-count":8,"title":["A semantic interoperability approach to health\u2010care data: Resolving data\u2010level conflicts"],"prefix":"10.1111","volume":"33","author":[{"ORCID":"http:\/\/orcid.org\/0000-0003-4142-5534","authenticated-orcid":false,"given":"Suphachoke","family":"Sonsilphong","sequence":"first","affiliation":[{"name":"Semantic Mining and Information Integration Laboratory (SMIIL), Computer Science Department, Science Faculty Khon Kaen University Khon Kaen Thailand"}]},{"given":"Ngamnij","family":"Arch\u2010int","sequence":"additional","affiliation":[{"name":"Semantic Mining and Information Integration Laboratory (SMIIL), Computer Science Department, Science Faculty Khon Kaen University Khon Kaen Thailand"}]},{"given":"Somjit","family":"Arch\u2010int","sequence":"additional","affiliation":[{"name":"Semantic Mining and Information Integration Laboratory (SMIIL), Computer Science Department, Science Faculty Khon Kaen University Khon Kaen Thailand"}]},{"given":"Cherdpan","family":"Pattarapongsin","sequence":"additional","affiliation":[{"name":"Nongbuarawae Hospital Chaiyaphum Province Thailand"}]}],"member":"311","published-online":{"date-parts":[[2016,7,29]]},"reference":[{"key":"e_1_2_12_2_1","doi-asserted-by":"publisher","DOI":"10.1038\/nbt0210-128"},{"key":"e_1_2_12_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.07.027"},{"key":"e_1_2_12_4_1","doi-asserted-by":"publisher","DOI":"10.1136\/jamia.2009.002733"},{"key":"e_1_2_12_5_1","unstructured":"Bechhofer S. Harmelen F.v. Hendler J. Horrocks I. McGuinness D.L. Patel\u2010Schneider P.F. &Stein L.A.(2004).OWL Web Ontology Language Reference athttp:\/\/www.w3.org\/TR\/owl\u2010ref\/. (Accessed 18 January 2016)"},{"key":"e_1_2_12_6_1","doi-asserted-by":"crossref","unstructured":"Berners\u2010Lee T. Hendler J. &Lassila O.(2001).The Semantic Web: Scientific American Scientific American.","DOI":"10.1038\/scientificamerican0501-34"},{"key":"e_1_2_12_7_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0394.2010.00511.x"},{"key":"e_1_2_12_8_1","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkh061"},{"key":"e_1_2_12_9_1","unstructured":"Bontas E.P.(2005).Practical Experiences in Building Ontology\u2010Based Retrieval Systems Proceedings of the 1st International ISWC Workshop on Semantic Web Case Studies and Best Practices for eBusiness (SWCASE05) Galway Ireland: CEUR\u2010WS."},{"key":"e_1_2_12_10_1","unstructured":"Carroll J.J. Dickinson I. Dollin C. Reynolds D. Seaborne A. &Wilkinson K.(2004).Jena: Implementing the semantic web recommendations Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters New York USA: ACM 74\u201083."},{"key":"e_1_2_12_11_1","unstructured":"CEN(2001)CEN\/TC 251 Health informatics athttp:\/\/www.cen.eu\/cen\/pages\/default.aspx. (Accessed 21 February 2013)"},{"key":"e_1_2_12_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.09.061"},{"key":"e_1_2_12_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1168092.1168097"},{"key":"e_1_2_12_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2013.05.002"},{"issue":"1","key":"e_1_2_12_15_1","first-page":"7","article-title":"Survey of current terminologies and ontologies in biology and medicine","volume":"3","author":"Freitas F.","year":"2009","journal-title":"RECIIS\u2010Electronic Journal of communication information and Innovation in Health"},{"key":"e_1_2_12_16_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0394.2009.00482.x"},{"key":"e_1_2_12_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2009.08.016"},{"key":"e_1_2_12_18_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10844-013-0296-x"},{"key":"e_1_2_12_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00799-012-0083-2"},{"key":"e_1_2_12_20_1","unstructured":"HL7(2009)Health Level 7 (HL7) athttp:\/\/www.hl7.org\/. (Accessed 21 February 2013)"},{"key":"e_1_2_12_21_1","unstructured":"Hodgson R. Keller P. J. Hodges J. &Spivak J.(2013).QUDT\u2010Quantities Units Dimensions and Data Types Ontologies athttp:\/\/qudt.org\/. (Accessed 10 March 2014)"},{"key":"e_1_2_12_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2008.06.003"},{"key":"e_1_2_12_23_1","unstructured":"IHTSDO(2007)SNOMED CT athttp:\/\/www.ihtsdo.org\/snomed\u2010ct\/. (Accessed 21 February 2013)"},{"key":"e_1_2_12_24_1","unstructured":"ISO(1998)ISO\/TC 215 Health informatics athttp:\/\/www.iso.org\/iso\/iso_technical_committee?commid=54960. (Accessed 20 April 2014)"},{"key":"e_1_2_12_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.02.045"},{"key":"e_1_2_12_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2009.04.001"},{"key":"e_1_2_12_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.202"},{"key":"e_1_2_12_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2012.09.004"},{"key":"e_1_2_12_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2010.11.005"},{"key":"e_1_2_12_30_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-007-9028-4"},{"key":"e_1_2_12_31_1","unstructured":"Martin D. Burstein M. Hobbs J. Lassila O. McDermott D. McIlraith S. &Sycara K.(2004).OWL\u2010S: Semantic markup for web services athttp:\/\/www.w3.org\/Submission\/OWL\u2010S\/. (Accessed 2 February 2012)"},{"key":"e_1_2_12_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/219717.219748"},{"key":"e_1_2_12_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2009.05.007"},{"key":"e_1_2_12_34_1","unstructured":"Noy N. Tudorache T. Nyulas C. &Musen M.(2010).The ontology life cycle: Integrated tools for editing publishing peer review and evolution of ontologies AMIA Annu Symp proceedings 552\u2013556."},{"key":"e_1_2_12_35_1","unstructured":"openEHR(2008)openEHR athttp:\/\/www.openehr.org\/programs\/specification\/releases\/1.0.2. (Accessed 27 March 2014)"},{"key":"e_1_2_12_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2011.12.002"},{"key":"e_1_2_12_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2004.1269597"},{"key":"e_1_2_12_38_1","doi-asserted-by":"publisher","DOI":"10.1089\/omi.2006.10.185"},{"key":"e_1_2_12_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2011.07.004"},{"key":"e_1_2_12_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.253"},{"key":"e_1_2_12_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2007.03.004"},{"key":"e_1_2_12_42_1","first-page":"147","volume-title":"Rule\u2010based semantic web services annotation for healthcare information integration, The 8th International Conference on Computing and Networking Technology (ICCNT2012)","author":"Sonsilphong S.","year":"2012"},{"key":"e_1_2_12_43_1","unstructured":"Stanford(2014)Prot\u00e9g\u00e9 athttp:\/\/protege.stanford.edu\/. (Accessed 4 January 2014)"},{"key":"e_1_2_12_44_1","unstructured":"SYSTAP(2006)Bigdata\u00ae athttp:\/\/www.systap.com\/bigdata.htm. (Accessed 4 March 2014)"},{"key":"e_1_2_12_45_1","unstructured":"W3C(2004)Web Services Architecture athttp:\/\/www.w3.org\/TR\/ws\u2010arch\/. (Accessed 7 July 2015)"},{"key":"e_1_2_12_46_1","unstructured":"W3C(2008)SPARQL Query Language for RDF athttp:\/\/www.w3.org\/TR\/rdf\u2010sparql\u2010query\/. (Accessed 18 January 2016)"},{"key":"e_1_2_12_47_1","unstructured":"W3C(2014)RDF 1.1 Primer athttps:\/\/www.w3.org\/TR\/rdf11\u2010primer\/. (Accessed 18 January 2016)"},{"key":"e_1_2_12_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2012.10.015"},{"key":"e_1_2_12_49_1","doi-asserted-by":"crossref","unstructured":"Wu Z. &Palmer M.(1994).Verbs semantics and lexical selection Proceedings of the 32nd annual meeting on Association for Computational Linguistics Las Cruces New Mexico: Association for Computational Linguistics 133\u2010138.","DOI":"10.3115\/981732.981751"},{"key":"e_1_2_12_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2013.02.011"}],"container-title":["Expert Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fexsy.12167","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fexsy.12167","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/exsy.12167","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,2]],"date-time":"2023-10-02T13:05:35Z","timestamp":1696251935000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/exsy.12167"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,7,29]]},"references-count":49,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2016,12]]}},"alternative-id":["10.1111\/exsy.12167"],"URL":"https:\/\/doi.org\/10.1111\/exsy.12167","archive":["Portico"],"relation":{},"ISSN":["0266-4720","1468-0394"],"issn-type":[{"value":"0266-4720","type":"print"},{"value":"1468-0394","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,7,29]]}}}