{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T23:00:57Z","timestamp":1781218857536,"version":"3.54.1"},"reference-count":56,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1109\/vast.2016.7883511","type":"proceedings-article","created":{"date-parts":[[2017,3,24]],"date-time":"2017-03-24T02:58:34Z","timestamp":1490324314000},"page":"51-60","source":"Crossref","is-referenced-by-count":28,"title":["How ideas flow across multiple social groups"],"prefix":"10.1109","author":[{"given":"Xiting","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shixia","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tai-Quan","family":"Peng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Su","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Baining","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346919"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s11390-013-1383-8"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2005.1532152"},{"key":"ref32","first-page":"219","article-title":"Flow map layout","author":"phan","year":"2005","journal-title":"Infovis"},{"key":"ref31","author":"pentland","year":"2014","journal-title":"Social Physics How Good Ideas Spread?The Lessons from a New Science"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2009.111"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2015.2397432"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467992"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2010.5652931"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1835804.1835884"},{"key":"ref28","first-page":"93","article-title":"EventRiver: visually exploring text collections with temporal references","volume":"18","author":"luo","year":"2012","journal-title":"IEEE TVCG"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467991"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1111\/j.1533-8525.2011.01198.x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.254"},{"key":"ref1","first-page":"25","author":"akaike","year":"2011","journal-title":"Akaike Information Criterion Statistics"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467554"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"1373","DOI":"10.1007\/s00371-013-0892-3","article-title":"A survey on information visualization: recent advances and challenges","volume":"30","author":"liu","year":"2014","journal-title":"The Visual Computer"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2324581"},{"key":"ref24","first-page":"2436","article-title":"StoryFlow: tracking the evolution of stories","volume":"19","author":"liu","year":"2013","journal-title":"IEEE TVCG"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2014.2373384"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2089094.2089101"},{"key":"ref25","article-title":"Online visual analytics of text streams","author":"liu","year":"2015","journal-title":"To Appear in IEEE TVCG"},{"key":"ref50","first-page":"2012","article-title":"Visual analysis of topic competition on social media","volume":"19","author":"xu","year":"2013","journal-title":"IEEE TVCG"},{"key":"ref51","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1145\/860435.860485","article-title":"Document clustering based on Nonnegative Matrix Factorization","author":"xu","year":"2003","journal-title":"ACM SIGIR"},{"key":"ref56","year":"2016","journal-title":"Definition of accuracy in Wikipedia"},{"key":"ref55","year":"2016","journal-title":"Location enrichment API provided by FullContact"},{"key":"ref54","year":"2016","journal-title":"Ebola situation report released by WHO"},{"key":"ref53","first-page":"1436","article-title":"Tracking idea flows between social groups","author":"zhong","year":"2016","journal-title":"AAAI"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"14","DOI":"10.4018\/978-1-930708-29-7.ch002","article-title":"Bridging the semantic gap in image retrieval","author":"zhao","year":"2002","journal-title":"Distributed Multimedia Databases Techniques and Applications"},{"key":"ref10","first-page":"193","article-title":"Supervised force directed algorithm for the generation of flow maps","author":"debiasi","year":"2014","journal-title":"International Conference in Central Europe on Computer Graphics Visualization and Computer Vision"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.129"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/1409620.1409621"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2011.6102461"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2012.6400485"},{"key":"ref14","first-page":"2002","article-title":"HierarchicalTopics: visually exploring large text collections using topic hierarchies","volume":"19","author":"dou","year":"2013","journal-title":"IEEE TVCG"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2388208"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01450.x"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bts595"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2005.77"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1557019.1557077"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467757"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/INFVIS.2005.1532128"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.202"},{"key":"ref5","first-page":"1095","article-title":"Bayesian conditional cointegration","author":"bracegirdle","year":"2012","journal-title":"ICML"},{"key":"ref8","first-page":"2412","article-title":"TextFlow: towards better understanding of evolving topics in text","volume":"17","author":"cui","year":"2011","journal-title":"IEEE TVCG"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s12650-014-0246-x"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346920"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346433"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467691"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/129902.129906"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2505515.2505554"},{"key":"ref47","author":"ware","year":"2012","journal-title":"Information Visualization Perception for Design"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2012.212"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2392771"},{"key":"ref44","volume":"9","author":"van zoonen","year":"1994","journal-title":"Feminist Media Studies"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/P14-1146"}],"event":{"name":"2016 IEEE Conference on Visual Analytics Science and Technology (VAST)","location":"Baltimore, MD, USA","start":{"date-parts":[[2016,10,23]]},"end":{"date-parts":[[2016,10,28]]}},"container-title":["2016 IEEE Conference on Visual Analytics Science and Technology (VAST)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7867613\/7883493\/07883511.pdf?arnumber=7883511","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,22]],"date-time":"2023-08-22T16:11:31Z","timestamp":1692720691000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7883511\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10]]},"references-count":56,"URL":"https:\/\/doi.org\/10.1109\/vast.2016.7883511","relation":{},"subject":[],"published":{"date-parts":[[2016,10]]}}}