{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T12:42:51Z","timestamp":1740141771763,"version":"3.37.3"},"reference-count":27,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2014,4,1]],"date-time":"2014-04-01T00:00:00Z","timestamp":1396310400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"name":"National 3rd Key Program","award":["2011ZX03005004-02","2012ZX03005008"],"award-info":[{"award-number":["2011ZX03005004-02","2012ZX03005008"]}]},{"name":"Key Technology Research and Demonstration of Web-Based Wireless Ubiquitous Business Environment","award":["2011ZX03005004-02","2012ZX03005008"],"award-info":[{"award-number":["2011ZX03005004-02","2012ZX03005008"]}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2014,4,1]]},"abstract":"<jats:p> Ontology gives us a reliable group of concepts and the relations between concepts in an IOT system. It does not only save words of format but also accurately transfers semantic data between human users and the computers. Hence, the usefulness of resources in IOT system depends on whether the domain ontology can be constructed effectively and correctly. In this paper we propose an automated method to construct the IOT ontology. First, we explain the necessity of introducing ontology automatic construction in IOT system and summarize the major challenges in existing approaches. Secondly, we introduced the existing ontology construction methods and summarize their issues. Thirdly, we give a framework of our ontology construction and research the key algorithms in detail: (1) knowledge-tuple extraction algorithm which contains contextual information; (2) concept semantic similarity algorithm which is based on the structure of tuple; (3) knowledge-tuple extraction model which is based on the structured information. Then we build a prototype and evaluate the ontology. Finally, we make conclusions and suggest directions for future research. <\/jats:p>","DOI":"10.1155\/2014\/594782","type":"journal-article","created":{"date-parts":[[2014,4,3]],"date-time":"2014-04-03T21:07:14Z","timestamp":1396559234000},"page":"594782","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":8,"title":["An Upper-Ontology-Based Approach for Automatic Construction of IOT Ontology"],"prefix":"10.1177","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9320-3912","authenticated-orcid":false,"given":"Yuan","family":"Xu","sequence":"first","affiliation":[{"name":"Mobile Life and New Media Laboratory, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunhong","family":"Zhang","sequence":"additional","affiliation":[{"name":"Mobile Life and New Media Laboratory, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Ji","sequence":"additional","affiliation":[{"name":"Mobile Life and New Media Laboratory, Beijing University of Posts and Telecommunications, Beijing 100876, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2014,4,3]]},"reference":[{"key":"B1-2014-594782","series-title":"International Handbooks on Information Systems","volume-title":"Handbook on Ontologies","author":"Steffen S.","year":"2009"},{"volume-title":"Proceedings of the 8th Middleware Doctoral Symposium (MDS \u203211)","author":"Hachem S.","key":"B2-2014-594782"},{"key":"B3-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2012.05.003"},{"key":"B5-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2007.01.043"},{"key":"B6-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.09.019"},{"key":"B7-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2011.03.090"},{"issue":"1","key":"B8-2014-594782","volume":"1","author":"Subhashini R.","year":"2011","journal-title":"International Journal of Enterprise Computing and Business Systems"},{"volume-title":"Proceedings of the International Conference on Formal Ontology in Information Systems (FOIS \u203201)","author":"Niles I.","key":"B9-2014-594782"},{"key":"B10-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2010.12.112"},{"key":"B11-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2006.04.001"},{"key":"B12-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2011.03.005"},{"first-page":"159","volume-title":"Proceedings of the Knowledge Engineering and Ontology Development (KEOD \u203209)","author":"Kamel M.","key":"B13-2014-594782"},{"key":"B15-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2010.04.006"},{"key":"B16-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.datak.2007.10.001"},{"key":"B17-2014-594782","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2010.06.007"},{"key":"B18-2014-594782","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45810-7_24"},{"key":"B29-2014-594782","doi-asserted-by":"publisher","DOI":"10.1108\/eb046814"},{"volume-title":"The SSN Ontology of the W3C Semantic Sensor Network Incubator Group","year":"2011","author":"W3C","key":"B30-2014-594782"},{"key":"B34-2014-594782","doi-asserted-by":"publisher","DOI":"10.1002\/int.20517"},{"issue":"8","key":"B35-2014-594782","first-page":"707","volume":"10","author":"Levenshtein V. I.","year":"1966","journal-title":"Soviet Physics\u2014Doklady"},{"key":"B36-2014-594782","doi-asserted-by":"publisher","DOI":"10.1002\/sim.4780140510"},{"first-page":"623","volume-title":"Proceedings of the 4th International Semantic Web Conference (ISWC \u203205)","author":"Stoilos G.","key":"B38-2014-594782"},{"key":"B31-2014-594782","first-page":"448","volume-title":"Proceedings of the 14th International Joint Conference on Artificial Intelligence, (IJCAI \u203295)","volume":"1","author":"Resnik P."},{"first-page":"296","volume-title":"Proceedings of the 15th International Conference on Machine Learning (ICML \u203298)","author":"Lin D.","key":"B32-2014-594782"},{"first-page":"19","volume-title":"Proceedings of the 10th International Conference on Research in Computational Linguistics (ROCLING \u203297)","author":"Jiang J. J.","key":"B33-2014-594782"},{"volume-title":"OpenGIS Observations & Measurements Implementation Specification","year":"2007","author":"OGC SWE","key":"B24-2014-594782"},{"volume-title":"Web Services Description Language (WSDL) 1.1","year":"2001","author":"W3C","key":"B25-2014-594782"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2014\/594782","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1155\/2014\/594782","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2014\/594782","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,16]],"date-time":"2021-05-16T13:08:35Z","timestamp":1621170515000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1155\/2014\/594782"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,4,1]]},"references-count":27,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2014,4,1]]}},"alternative-id":["10.1155\/2014\/594782"],"URL":"https:\/\/doi.org\/10.1155\/2014\/594782","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"type":"print","value":"1550-1477"},{"type":"electronic","value":"1550-1477"}],"subject":[],"published":{"date-parts":[[2014,4,1]]}}}