{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,28]],"date-time":"2026-08-28T13:19:17Z","timestamp":1787923157528,"version":"build-2784847793"},"reference-count":50,"publisher":"SAGE Publications","issue":"6","license":[{"start":{"date-parts":[[2015,11,20]],"date-time":"2015-11-20T00:00:00Z","timestamp":1447977600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Information Science"],"published-print":{"date-parts":[[2015,12]]},"abstract":"<jats:p>In this work, we propose a novel method to summarize popular information from massive tourism blog data. First, we crawl blog contents and segment them into semantic word vectors separately. Then, we select the geographical terms in each word vector into a corresponding geographical term vector and present a new method to explore hot tourism locations and, in particular, their frequent sequential relations from a set of geographical term vectors. Third, we propose a novel word vector subdividing method to collect local features for each hot location, and introduce the metric of max-confidence to identify the Things of Interest (ToI) associated with the location from the collected data. We illustrate the benefits of this approach by applying it to a Chinese online tourism blog dataset. The experimental results show that the proposed method can be used to explore hot locations, as well as their sequential relations and corresponding ToI, efficiently.<\/jats:p>","DOI":"10.1177\/0165551515603323","type":"journal-article","created":{"date-parts":[[2015,11,20]],"date-time":"2015-11-20T05:32:39Z","timestamp":1447997559000},"page":"830-854","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":20,"title":["Where to go and what to play: Towards summarizing popular information from massive tourism blogs"],"prefix":"10.1177","volume":"41","author":[{"given":"Hualin","family":"Xu","sequence":"first","affiliation":[{"name":"University of Electronic Science and Technology of China, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hua","family":"Yuan","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baojun","family":"Ma","sequence":"additional","affiliation":[{"name":"Beijing University of Posts and Telecommunications, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu","family":"Qian","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2015,11,20]]},"reference":[{"key":"bibr1-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1035134.1035141"},{"key":"bibr2-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1561\/1500000011"},{"key":"bibr3-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-01203-7_13"},{"key":"bibr4-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/361219.361220"},{"key":"bibr5-0165551515603323","first-page":"1130","volume-title":"Proceedings of the 19th International Joint Conference on Arti\ufb01cial Intelligence (IJCAI\u201905)","author":"Soucy P","year":"2005"},{"key":"bibr6-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1613\/jair.2934"},{"key":"bibr7-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1108\/00220410410560582"},{"key":"bibr8-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(199605)47:5<357::AID-ASI3>3.0.CO;2-V"},{"key":"bibr9-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1183614.1183627"},{"key":"bibr10-0165551515603323","first-page":"14","volume-title":"Proceedings of the Fifteenth Text REtrieval Conference","author":"Attardi G","year":"2006"},{"key":"bibr11-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2010.11.009"},{"key":"bibr12-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.188"},{"key":"bibr13-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1014052.1014073"},{"key":"bibr14-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/775152.775226"},{"key":"bibr15-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2011.01.016"},{"key":"bibr16-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2009.09.003"},{"key":"bibr17-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1177\/0047287507302378"},{"key":"bibr18-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1177\/1356766707087523"},{"key":"bibr19-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312649"},{"key":"bibr20-0165551515603323","first-page":"3993","author":"Blei DM","year":"2003","journal-title":"Journal of Machine Learning Research"},{"key":"bibr21-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972771.40"},{"key":"bibr22-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/2396761.2396863"},{"issue":"1","key":"bibr23-0165551515603323","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/meet.14504901385","volume":"49","author":"Kim HD","year":"2012","journal-title":"Proceedings of the American Society for Information Science and Technology"},{"key":"bibr24-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2007.06.001"},{"key":"bibr25-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2011.02.002"},{"key":"bibr26-0165551515603323","first-page":"488","volume-title":"Proceedings of the Twentieth International Conference on Machine Learning (ICML\u20192003)","author":"Liu T","year":"2003"},{"key":"bibr27-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/312624.312647"},{"key":"bibr28-0165551515603323","first-page":"350","volume-title":"Large-Scale Semantic Access to Content (Text, Image, Video and Sound) Conference","author":"Joho H","year":"2007"},{"key":"bibr29-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/505282.505283"},{"key":"bibr30-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2004.08.006"},{"key":"bibr31-0165551515603323","first-page":"412","volume-title":"Proceedings of the Fourteenth International Conference on Machine Learning","author":"Yang Y","year":"1997"},{"key":"bibr32-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2005.159"},{"key":"bibr33-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/S0306-4573(02)00056-0"},{"key":"bibr34-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/278459.258537"},{"key":"bibr35-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1162\/089120105775299177"},{"key":"bibr36-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1324185.1324190"},{"issue":"3","key":"bibr37-0165551515603323","first-page":"377","volume":"22","author":"Sproat R","year":"1996","journal-title":"Computational Linguistics"},{"key":"bibr38-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081926"},{"key":"bibr39-0165551515603323","volume-title":"Introduction to Data Mining","author":"Tan P-n","year":"2005"},{"key":"bibr40-0165551515603323","doi-asserted-by":"publisher","DOI":"10.3115\/981863.981869"},{"key":"bibr41-0165551515603323","doi-asserted-by":"publisher","DOI":"10.3115\/979617.979626"},{"key":"bibr42-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-006-0043-9"},{"key":"bibr43-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935932"},{"key":"bibr44-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-009-0161-2"},{"key":"bibr45-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/2396761.2398519"},{"key":"bibr46-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2006.06.001"},{"key":"bibr47-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"bibr48-0165551515603323","doi-asserted-by":"publisher","DOI":"10.1145\/963770.963776"},{"key":"bibr49-0165551515603323","doi-asserted-by":"publisher","DOI":"10.3727\/109830508788403114"},{"key":"bibr50-0165551515603323","unstructured":"Gretzel U, Yoo KH, Purifoy M. Online travel review study: Role and impact of online travel reviews, www.tripadvisor.com\/pdfs\/OnlineTravelReviewReport.pdf (2007, accessed 20 August 2015)."}],"container-title":["Journal of Information Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0165551515603323","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/0165551515603323","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/0165551515603323","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T23:09:10Z","timestamp":1777504150000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.1177\/0165551515603323"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11,20]]},"references-count":50,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2015,12]]}},"alternative-id":["10.1177\/0165551515603323"],"URL":"https:\/\/doi.org\/10.1177\/0165551515603323","relation":{},"ISSN":["0165-5515","1741-6485"],"issn-type":[{"value":"0165-5515","type":"print"},{"value":"1741-6485","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,11,20]]}}}