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In particular, instead of using terms as the rows in a term-document matrix, we propose using synsets from WordNet to distinguish different meanings of a word under different contexts as well as clustering different words with similar meanings. Also based on the characteristics of Web services descriptions, we propose an approach to identifying semantically important terms to adjust weightings. Our experiments show that our approach achieves its goal well. <\/jats:p>","DOI":"10.1142\/s1793351x13500049","type":"journal-article","created":{"date-parts":[[2014,4,28]],"date-time":"2014-04-28T04:28:08Z","timestamp":1398659288000},"page":"257-290","source":"Crossref","is-referenced-by-count":1,"title":["SEMANTIC SEARCH OF SERVICES"],"prefix":"10.1142","volume":"07","author":[{"given":"KE","family":"HAO","sequence":"first","affiliation":[{"name":"Department of EECS, University of California, Irvine, CA 92697, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"PHILLIP C-Y","family":"SHEU","sequence":"additional","affiliation":[{"name":"Department of EECS, University of California, Irvine, CA 92697, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"HIROSHI","family":"YAMAGUCHI","sequence":"additional","affiliation":[{"name":"Research and Development Initiative, Chuo University, 1-13-27, Kasuga Bunkyo-ku, Tokyo, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2014,4,28]]},"reference":[{"key":"rf1","doi-asserted-by":"publisher","DOI":"10.1109\/4236.991449"},{"key":"rf2","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2007.400"},{"key":"rf4","first-page":"16","volume":"5","author":"Bellwood T.","journal-title":"Published Specification, Oasis"},{"key":"rf6","first-page":"28","volume":"284","author":"Berners-Lee T.","journal-title":"Scientific American"},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2006.62"},{"key":"rf10","doi-asserted-by":"publisher","DOI":"10.1109\/5254.920599"},{"key":"rf15","first-page":"1","volume":"5","author":"De Bruijn J.","journal-title":"Interface"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jal.2005.12.006"},{"key":"rf22","doi-asserted-by":"publisher","DOI":"10.1007\/11762256_30"},{"key":"rf23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-72667-8_34"},{"key":"rf29","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2007.134"},{"key":"rf33","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-70894-4"},{"key":"rf34","doi-asserted-by":"publisher","DOI":"10.1007\/s10799-004-7773-4"},{"key":"rf36","doi-asserted-by":"publisher","DOI":"10.1145\/361219.361220"},{"key":"rf37","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"rf38","volume-title":"A Synopsis of Linguistic Theory","author":"Firth J. 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