{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T03:32:43Z","timestamp":1775705563408,"version":"3.50.1"},"reference-count":49,"publisher":"SAGE Publications","issue":"1","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2017,1]]},"abstract":"<jats:p> In this article, we discuss various elements contributing to exerting influence on box office in China, which are divided into internal and external factors. Since these factors could merely be quantified by online data sources partially or inaccurately, we propose that relativity analysis is more reasonable than precise revenue prediction. Trailer is selected as the combination of movie content and online behavior prior to releasing. Indexes from seven mainstream video websites are retrieved by the designed big data system which is integrated with the Internet of things technology. Correlation coefficients of different time periods are calculated. We apply multiple linear regression with stepwise method in modeling and prove that watching counts of 1\u2009week before releasing on Youku is the barometer of market performance, especially the first week revenues. We also manifest the power of influential users through constructing Sina Weibo acquisition and analysis system. <\/jats:p>","DOI":"10.1177\/1550147716684842","type":"journal-article","created":{"date-parts":[[2017,1,21]],"date-time":"2017-01-21T17:25:15Z","timestamp":1485019515000},"page":"155014771668484","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":11,"title":["An inside look into the complexity of box-office revenue prediction in China"],"prefix":"10.1177","volume":"13","author":[{"given":"Jia","family":"Xiao","sequence":"first","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"given":"Xin","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"given":"Shanzhi","family":"Chen","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Wireless Mobile Communications, China Academy of Telecommunications Technology, Beijing, China"}]},{"given":"Xuhui","family":"Zhao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"given":"Meng","family":"Xu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China"}]}],"member":"179","published-online":{"date-parts":[[2017,1,19]]},"reference":[{"key":"bibr1-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2016.2602849"},{"key":"bibr2-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2015.2511764"},{"key":"bibr3-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-014-0413-x"},{"key":"bibr4-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1007\/s10824-007-9041-z"},{"key":"bibr5-1550147716684842","first-page":"130","volume":"4","author":"Zhang Y","year":"2009","journal-title":"Economic Forum"},{"key":"bibr6-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1007\/s11846-007-0003-9"},{"key":"bibr7-1550147716684842","first-page":"8","volume":"11","author":"He P.","year":"2011","journal-title":"Chin Film Market"},{"issue":"1","key":"bibr8-1550147716684842","first-page":"62","volume":"20","author":"Hu X","year":"2013","journal-title":"J Commun Univ China Sci Technol"},{"key":"bibr9-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1002\/asi.23213"},{"key":"bibr10-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2306681"},{"key":"bibr11-1550147716684842","first-page":"116","volume-title":"Proceedings of the European conference on information systems (ECIS 2008)","author":"Krauss J"},{"key":"bibr12-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1005962107"},{"key":"bibr13-1550147716684842","first-page":"503","volume-title":"Proceedings of the 34th European conference on advances in information retrieval (ECIR\u201912)","author":"Oghina A"},{"key":"bibr15-1550147716684842","volume-title":"Proceedings of the 2013 IEEE international conference on granular computing (GrC)","author":"Yao R"},{"key":"bibr16-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0071226"},{"key":"bibr17-1550147716684842","first-page":"312","volume-title":"Proceedings of the IEEE\/WIC\/ACM international joint conference on web intelligence and intelligent agent technologies","author":"Moon S"},{"issue":"1","key":"bibr18-1550147716684842","first-page":"1","volume":"3","author":"Thigale S","year":"2014","journal-title":"Int J Invent Eng Sci"},{"key":"bibr19-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.08.065"},{"key":"bibr20-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2014.05.006"},{"key":"bibr21-1550147716684842","volume-title":"Proceedings of the 2015 international conference on pervasive computing","author":"Bhave A"},{"key":"bibr22-1550147716684842","first-page":"345","author":"Lash MT","year":"2016","journal-title":"Lect Notes Comput Sc"},{"key":"bibr23-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2590944"},{"key":"bibr24-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2596138"},{"key":"bibr25-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2601065"},{"key":"bibr26-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2381872"},{"key":"bibr27-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2015.2401003"},{"key":"bibr28-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2015.2506573"},{"key":"bibr29-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2016.2580920"},{"key":"bibr30-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2015.2419824"},{"key":"bibr31-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2527796"},{"key":"bibr32-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2544779"},{"key":"bibr33-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2014.2342533"},{"key":"bibr34-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2016.7559076"},{"key":"bibr35-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2016.7559071"},{"key":"bibr36-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-014-2381-8"},{"issue":"1","key":"bibr37-1550147716684842","first-page":"171","volume":"16","author":"Shen J","year":"2015","journal-title":"J Internet Technol"},{"key":"bibr38-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1587\/transcom.E98.B.190"},{"issue":"2","key":"bibr39-1550147716684842","first-page":"317","volume":"16","author":"Ren Y","year":"2015","journal-title":"J Internet Technol"},{"key":"bibr40-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2015.03.013"},{"key":"bibr41-1550147716684842","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-141378"},{"key":"bibr42-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-014-0511-6"},{"key":"bibr43-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1587\/transinf.2014EDP7283"},{"key":"bibr44-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.10.040"},{"key":"bibr45-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1002\/sec.864"},{"issue":"6","key":"bibr46-1550147716684842","first-page":"929","volume":"15","author":"Guo P","year":"2014","journal-title":"J Internet Technol"},{"key":"bibr47-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-014-1748-5"},{"key":"bibr48-1550147716684842","first-page":"340","volume-title":"Proceedings of the 2014 international conference on data science and advanced analytics","author":"Tang W-H"},{"key":"bibr49-1550147716684842","volume-title":"Proceedings of the 2015 48th Hawaii international conference on system sciences","author":"Oh S"},{"key":"bibr50-1550147716684842","doi-asserted-by":"publisher","DOI":"10.1509\/jmr.13.0572"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147716684842","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1177\/1550147716684842","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1177\/1550147716684842","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,1,14]],"date-time":"2021-01-14T07:44:09Z","timestamp":1610610249000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1177\/1550147716684842"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,1]]},"references-count":49,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,1]]}},"alternative-id":["10.1177\/1550147716684842"],"URL":"https:\/\/doi.org\/10.1177\/1550147716684842","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"value":"1550-1477","type":"print"},{"value":"1550-1477","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,1]]}}}