{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,8,9]],"date-time":"2023-08-09T05:01:45Z","timestamp":1691557305104},"reference-count":10,"publisher":"World Scientific Pub Co Pte Ltd","issue":"03","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Inter. Net."],"published-print":{"date-parts":[[2013,9]]},"abstract":"<jats:p>This paper presents a two-stage approach for multi-topic contrastive viewpoint summarization on opinionated texts. In the first stage, we model the opinionated texts with TAM and get the topic and aspect attribute of each sentence. In the second stage, we successively use the basic LexRank, Comparative LexRank, Topic-sensitive tf*idf LexRank, Topic-sensitive tf*idf &amp; Comparative LexRank, and Biased &amp; Comparative LexRank to evaluate the centrality of each sentence, based on which the summary is finally generated. Experimental results show that the best summary comes from the proposed Topic-sensitive tf*idf LexRank and Topic-sensitive tf*idf &amp; Comparative LexRank.<\/jats:p>","DOI":"10.1142\/s0219265913600037","type":"journal-article","created":{"date-parts":[[2014,5,29]],"date-time":"2014-05-29T08:11:27Z","timestamp":1401351087000},"page":"1360003","source":"Crossref","is-referenced-by-count":2,"title":["Research on Contrastive Viewpoint Summarization for Opinionated Texts"],"prefix":"10.1142","volume":"14","author":[{"given":"XU","family":"LIANG","sequence":"first","affiliation":[{"name":"School of Computer and Information Technology, Bejing Jiaotong University, Beijing, 10044, China"}]},{"given":"YOULI","family":"QU","sequence":"additional","affiliation":[{"name":"School of Computer and Information Technology, Bejing Jiaotong University, Beijing, 10044, China"}]},{"given":"GUIXIANG","family":"MA","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA"}]}],"member":"219","published-online":{"date-parts":[[2014,5,29]]},"reference":[{"key":"p_2","first-page":"43","author":"Zhuang L","year":"2006","journal-title":"Proceedings of the 15th ACM international conference on Information and knowledge management, Arlington, Virginia, USA"},{"key":"p_3","doi-asserted-by":"publisher","DOI":"10.1145\/1060745.1060797"},{"key":"p_4","first-page":"755","author":"Hu M","year":"2004","journal-title":"Proceedings of the National Conference on Artificial Intelligence, San Jose, California,USA"},{"key":"p_5","first-page":"1621","author":"Hu M","year":"2006","journal-title":"Proceedings Of The National Conference On Artificial Intelligence,Boston"},{"key":"p_6","doi-asserted-by":"crossref","first-page":"545","DOI":"10.1609\/aaai.v24i1.7669","author":"Paul M","year":"2010","journal-title":"Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, Atlanta, Georgia, USA"},{"key":"p_7","first-page":"1039","volume":"2008","author":"De Marneffe M C","journal-title":"Proceedings of ACL-08: HLT, Columbus, Ohio, USA.June"},{"key":"p_9","first-page":"755","author":"Harabagiu S","year":"2006","journal-title":"Proceedings of the National Conference on Artificial Intelligence. Boston,USA"},{"issue":"4","key":"p_12","first-page":"993","volume":"3","author":"Blei D M","year":"2003","journal-title":"The Journal of machine Learning research"},{"key":"p_14","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1613\/jair.1523","volume":"22","author":"Erkan G","year":"2004","journal-title":"Journal of Artificial Intelligence Research"},{"key":"p_15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2008.06.004"}],"container-title":["Journal of Interconnection Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219265913600037","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,13]],"date-time":"2023-07-13T19:32:01Z","timestamp":1689276721000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/abs\/10.1142\/S0219265913600037"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,9]]},"references-count":10,"journal-issue":{"issue":"03","published-online":{"date-parts":[[2014,5,29]]},"published-print":{"date-parts":[[2013,9]]}},"alternative-id":["10.1142\/S0219265913600037"],"URL":"https:\/\/doi.org\/10.1142\/s0219265913600037","relation":{},"ISSN":["0219-2659","1793-6713"],"issn-type":[{"value":"0219-2659","type":"print"},{"value":"1793-6713","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,9]]}}}