{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,29]],"date-time":"2022-03-29T05:24:52Z","timestamp":1648531492602},"reference-count":15,"publisher":"World Scientific Pub Co Pte Lt","issue":"04","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Semantic Computing"],"published-print":{"date-parts":[[2010,12]]},"abstract":"<jats:p> Web search could be much facilitated if we can better relate the user intention with the meaning of the web content. In this paper, we first survey the various existing methods, focusing on the dilemma that obtaining high accuracy results usually sacrifices the response time. We then propose a novel information retrieval framework to combine keyword-based search and search based on syntactical information. In particular, we design a sequential structure called LSC (Language Sequential Component) to encode syntactical information. Given a sentence, LSC provides a bridge from its syntactical representation and semantic meaning. We also propose a learning algorithm to obtain the LSCs from a training set, a classification algorithm to find the relevant LSCs from a user query to interpret the intentions of the user, and a search framework (called Semantic Search Engine) to incorporate syntactical information into a keyword based search system. Our experiments show the Semantic Search Engine outperforms the keyword-based approach significantly. <\/jats:p>","DOI":"10.1142\/s1793351x10001127","type":"journal-article","created":{"date-parts":[[2011,6,1]],"date-time":"2011-06-01T11:51:49Z","timestamp":1306929109000},"page":"535-558","source":"Crossref","is-referenced-by-count":6,"title":["APPLYING SYNTACTICAL INFORMATION IN WEB SEARCH"],"prefix":"10.1142","volume":"04","author":[{"given":"SHU","family":"WANG","sequence":"first","affiliation":[{"name":"Department of EECS, University of California, Irvine, Irvine, CA 92617, USA"}]},{"given":"PHILLIP C.-Y.","family":"SHEU","sequence":"additional","affiliation":[{"name":"Department of EECS, University of California, Irvine, Irvine, CA 92617, USA"}]}],"member":"219","published-online":{"date-parts":[[2011,11,21]]},"reference":[{"key":"rf1","volume":"2","author":"Wang S.","journal-title":"International Journal of Semantic Computing"},{"key":"rf6","author":"Berners-Lee T.","journal-title":"Sci. Am."},{"key":"rf7","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-21606-5"},{"key":"rf8","volume-title":"TREC: Experiment and Evaluation in Information Retrieval","author":"Voorhees E. M.","year":"2005"},{"key":"rf10","volume-title":"Nearest Neighbor Methods in Learning and Vision: Theory and Practice","author":"Andoni A.","year":"2006"},{"key":"rf17","doi-asserted-by":"publisher","DOI":"10.1145\/362007.362035"},{"key":"rf18","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/45.6.620"},{"key":"rf19","doi-asserted-by":"publisher","DOI":"10.1016\/S0019-9958(67)80007-X"},{"key":"rf21","doi-asserted-by":"publisher","DOI":"10.1016\/S0169-7552(98)00110-X"},{"key":"rf22","doi-asserted-by":"publisher","DOI":"10.1145\/324133.324140"},{"key":"rf23","doi-asserted-by":"publisher","DOI":"10.1137\/0218082"},{"key":"rf24","doi-asserted-by":"publisher","DOI":"10.1145\/1644015.1644017"},{"key":"rf28","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511809071"},{"key":"rf31","doi-asserted-by":"publisher","DOI":"10.1016\/j.websem.2007.03.003"},{"key":"rf32","volume-title":"Data Mining: Concepts and Techniques","author":"Han J.","year":"2006"}],"container-title":["International Journal of Semantic Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S1793351X10001127","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,7]],"date-time":"2019-08-07T01:40:06Z","timestamp":1565142006000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S1793351X10001127"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,12]]},"references-count":15,"journal-issue":{"issue":"04","published-online":{"date-parts":[[2011,11,21]]},"published-print":{"date-parts":[[2010,12]]}},"alternative-id":["10.1142\/S1793351X10001127"],"URL":"https:\/\/doi.org\/10.1142\/s1793351x10001127","relation":{},"ISSN":["1793-351X","1793-7108"],"issn-type":[{"value":"1793-351X","type":"print"},{"value":"1793-7108","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,12]]}}}