{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T07:09:28Z","timestamp":1763968168836},"reference-count":81,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2015,9,8]],"date-time":"2015-09-08T00:00:00Z","timestamp":1441670400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Front. Comput. Sci."],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1007\/s11704-015-4583-2","type":"journal-article","created":{"date-parts":[[2015,9,8]],"date-time":"2015-09-08T13:08:58Z","timestamp":1441717738000},"page":"433-446","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Event analysis in social multimedia: a survey"],"prefix":"10.1007","volume":"10","author":[{"given":"Xueliang","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benoit","family":"Huet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,9,8]]},"reference":[{"issue":"1","key":"4583_CR1","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1007\/s11042-010-0538-7","volume":"56","author":"N Mor","year":"2012","unstructured":"Mor N. Social Multimedia: highlighting opportunities for search and mining of multimedia aata in social media applications. Multimedia Tools and Applications, 2012, 56(1): 9\u201334","journal-title":"Multimedia Tools and Applications"},{"issue":"1","key":"4583_CR2","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1007\/s11042-010-0623-y","volume":"51","author":"J B Luo","year":"2011","unstructured":"Luo J B, Dhiraj J, Yu J, Andrew G. Geotagging in multimedia and computer vision\u2014a survey. Multimedia Tools and Applications, 2011, 51(1): 187\u2013211","journal-title":"Multimedia Tools and Applications"},{"issue":"12","key":"4583_CR3","doi-asserted-by":"crossref","first-page":"1743","DOI":"10.1016\/j.imavis.2008.11.007","volume":"27","author":"V Alessandro","year":"2009","unstructured":"Alessandro V, Maja P, Herve B. Social signal processing: survey of an emerging domain. Image and Vision Computing, 2009, 27(12): 1743\u20131759","journal-title":"Image and Vision Computing"},{"key":"4583_CR4","first-page":"3","volume":"46","author":"T Mei","year":"2014","unstructured":"Mei T, Rui Y, Li S P, Tian Q. Multimedia search reranking: a literature survey. ACM Computing Surveys, 2014, 46(3)","journal-title":"ACM Computing Surveys"},{"key":"4583_CR5","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1145\/2333112.2333120","volume":"44","author":"M Wang","year":"2012","unstructured":"Wang M, Ni B B, Hua X S, Tat-Seng C. Assistive tagging: a survey of multimedia tagging with human-computer joint exploration. ACM Computing Surveys, 2012, 44(4)","journal-title":"ACM Computing Surveys"},{"issue":"3","key":"4583_CR6","doi-asserted-by":"crossref","first-page":"324","DOI":"10.1007\/s11704-010-0102-7","volume":"4","author":"Q Yang","year":"2010","unstructured":"Yang Q. Three challenges in data mining. Frontiers of Computer Science in China, 2010, 4(3): 324\u2013333","journal-title":"Frontiers of Computer Science in China"},{"issue":"2","key":"4583_CR7","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1007\/s11704-013-3901-9","volume":"7","author":"H X Ma","year":"2013","unstructured":"Ma H X, Qian WN, Xia F, He X F, Xu J, Zhou A Y. Towards modeling popularity of microblogs. Frontiers of Computer Science, 2013, 7(2): 171\u2013184","journal-title":"Frontiers of Computer Science"},{"issue":"1","key":"4583_CR8","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1109\/MMUL.2007.23","volume":"14","author":"W Utz","year":"2007","unstructured":"Utz W, Ramesh J. Toward a common event model for multimedia applications. IEEE MultiMedia, 2007, 14(1): 19\u201329","journal-title":"IEEE MultiMedia"},{"key":"4583_CR9","volume-title":"Proceedings of ACM International Conference on Multimedia Retrieval","author":"X L Liu","year":"2011","unstructured":"Liu X L, Rapha\u00ebl T, Benoit H. Finding media illustrating events. In: Proceedings of ACM International Conference on Multimedia Retrieval, 2011"},{"key":"4583_CR10","doi-asserted-by":"crossref","first-page":"1739","DOI":"10.1145\/1873951.1874347","volume-title":"Proceedings of the International Conference on Multimedia","author":"A Scherp","year":"2010","unstructured":"Scherp A, Jain R, Kankanhalli M, Mezaris V. Modeling, detecting, and processing events in multimedia. In: Proceedings of the International Conference on Multimedia, 2010, 1739\u20131740"},{"key":"4583_CR11","volume-title":"Proceedings of ACM ICMR 2014 Workshop on Social Events in Web Multimedia","author":"G Petkos","year":"2014","unstructured":"Petkos G, Papadopoulos S, Mezaris V, Troncy R, Cimiano P, Reuter T, Kompatsiaris Y. Social event detection at mediaeval: a threeyear retrospect of tasks and results. In: Proceedings of ACM ICMR 2014 Workshop on Social Events in Web Multimedia, 2014"},{"key":"4583_CR12","volume-title":"Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop","author":"T Reuter","year":"2013","unstructured":"Reuter T, Papadopoulos S, Petkos G, Mezaris V, Kompatsiaris Y, Cimiano P, de Vries C, Geva S. Social event detection at mediaeval 2013: challenges, datasets, and evaluation. In: Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013"},{"key":"4583_CR13","volume-title":"Proceedings of the 6th International Conference on Semantic Systems","author":"R Troncy","year":"2010","unstructured":"Troncy R, Malocha B, Fialho A T S. Linking events with media. In: Proceedings of the 6th International Conference on Semantic Systems, 2010"},{"key":"4583_CR14","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1145\/1718487.1718524","volume-title":"Proceedings of the 3rd ACM International Conference on Web Search and Data Mining","author":"H Becker","year":"2010","unstructured":"Becker H, Naaman M, Gravano L. Learning similarity metrics for event identification in social media. In: Proceedings of the 3rd ACM International Conference on Web Search and Data Mining. 2010, 291\u2013300"},{"key":"4583_CR15","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1145\/2072609.2072613","volume-title":"In Proceedings of the ACM SIGMM Workshop on Social Media","author":"X L Liu","year":"2011","unstructured":"Liu X L, Troncy, R Huet B. Usingsocial media to identifyevents. In Proceedings of the ACM SIGMM Workshop on Social Media. 2011, 3\u20138"},{"key":"4583_CR16","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1007\/978-3-642-40270-8_12","volume":"7827","author":"C Trabelsi","year":"2013","unstructured":"Trabelsi C, Yahia S B. A probabilistic approach for events identification from social media RSS feeds. Database Systems for Advanced Applications, 2013, 7827: 139\u2013152","journal-title":"Database Systems for Advanced Applications"},{"key":"4583_CR17","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1145\/1871437.1871465","volume-title":"Proceedings of the 19th ACM International Conference on Information and Knowledge Management","author":"C S Firan","year":"2010","unstructured":"Firan C S, Georgescu M, Nejdl W, Paiu R. Bringing order to your photos: event-driven classification of Flickr images based on social knowledge. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management, 2010, 189\u2013198"},{"key":"4583_CR18","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1145\/2461466.2461493","volume-title":"Proceedings of International Conference on Multimedia Retrieval","author":"X L Liu","year":"2013","unstructured":"Liu X L, Huet B. Heterogeneous features and model selection for event-based media classification. In: Proceedings of International Conference on Multimedia Retrieval. 2013, 151\u2013158"},{"key":"4583_CR19","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1007\/978-3-7091-2490-1_10","volume-title":"Proceedings of the 7th International Conference on User Modeling","author":"D Billsus","year":"1999","unstructured":"Billsus D, Pazzani M J. A hybrid user model for news story classification. In: Proceedings of the 7th International Conference on User Modeling. 1999, 99\u2013108"},{"key":"4583_CR20","volume-title":"Proceedings of the International Conference on World Wide Web","author":"H Toda","year":"2005","unstructured":"Toda H, Kataoka R. A clustering method for news articles retrieval system. In: Proceedings of the International Conference on World Wide Web. 2005"},{"key":"4583_CR21","first-page":"1647","volume-title":"Proceedings of ACM Conference on Multimedia","author":"D Delgado","year":"2010","unstructured":"Delgado D, Magalh\u00e3es J, Correia N. Assisted news reading with automated illustrations. In: Proceedings of ACM Conference on Multimedia. 2010, 1647\u20131650"},{"issue":"1","key":"4583_CR22","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1145\/1126004.1126008","volume":"2","author":"D Joshi","year":"2006","unstructured":"Joshi D, Wang J Z, Jia L. The story picturing engine\u2014a system for automatic text illustration. ACM Transactions on Multimedia Computing Communications and Applications, 2006, 2(1): 68\u201389","journal-title":"ACM Transactions on Multimedia Computing Communications and Applications"},{"key":"4583_CR23","volume-title":"Proceedings of ACM International Conference on Multimedia","author":"M Cooper","year":"2003","unstructured":"Cooper M, Foote J, Girgensohn A, Wilcox L. Temporal event clustering for digital photo collections. In: Proceedings of ACM International Conference on Multimedia, 2003"},{"key":"4583_CR24","doi-asserted-by":"crossref","first-page":"326","DOI":"10.1145\/544220.544301","volume-title":"Proceedings of the ACM\/IEEE-CS Joint Conference on Digital Libraries","author":"A Graham","year":"2002","unstructured":"Graham A, Garcia-Molina H, Paepcke A, Winograd T. Time as essence for photo browsing through personal digital libraries. In: Proceedings of the ACM\/IEEE-CS Joint Conference on Digital Libraries. 2002, 326\u2013335"},{"key":"4583_CR25","doi-asserted-by":"crossref","first-page":"357","DOI":"10.1145\/2502081.2508118","volume-title":"Proceedings of the ACM International Conference on Multimedia","author":"B Jou","year":"2013","unstructured":"Jou B, Li H Z, Ellis J G, Morozoff-Abegauz D, Chang S F. Structured exploration of who, what, when, and where in heterogeneous multimedia news sources. In: Proceedings of the ACM International Conference on Multimedia. 2013, 357\u2013360"},{"key":"4583_CR26","volume-title":"Proceedings of the International AAAI Conference onWeblogs and Social Media","author":"M Kim","year":"2012","unstructured":"Kim M, Xie L X, Christen P. Event diffusion patterns in social media. In: Proceedings of the International AAAI Conference onWeblogs and Social Media. 2012"},{"key":"4583_CR27","volume-title":"Proceedings of the 5th Annual Conference on Weblogs and Social Media","author":"K Burton","year":"2011","unstructured":"Burton K, Kasch N, Soboroff I. The icwsm 2011 Spinn3r dataset. In: Proceedings of the 5th Annual Conference on Weblogs and Social Media. 2011"},{"key":"4583_CR28","volume-title":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","author":"R Mattivi","year":"2012","unstructured":"Mattivi R, Uijlings J, De Natale F, Sebe N. Categorization of a collection of pictures into structured events. In: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval. 2012"},{"key":"4583_CR29","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1145\/2072508.2072511","volume-title":"Proceedings of the 2011 Joint ACM Workshop on Modeling and Representing Events","author":"R Mattivi","year":"2011","unstructured":"Mattivi R, Uijlings J, De Natale F G B, Sebe N. Exploitation of Time Constraints for (sub-)Event Recognition. In: Proceedings of the 2011 Joint ACM Workshop on Modeling and Representing Events. 2011, 7\u201312"},{"issue":"3","key":"4583_CR30","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1145\/1083314.1083317","volume":"1","author":"M Cooper","year":"2005","unstructured":"Cooper M, Foote J, Girgensohn A, Wilcox L. Temporal event clustering for digital photo collections. ACM Transactions on Multimedia Computing, Communications, and Applications, 2005, 1(3): 269\u2013288","journal-title":"ACM Transactions on Multimedia Computing, Communications, and Applications"},{"key":"4583_CR31","volume-title":"Proceedings of IEEE International Conference on Multimedia and Expo","author":"P Sinha","year":"2011","unstructured":"Sinha P, Jain R. Extractive summarization of personal photos from life events. In: Proceedings of IEEE International Conference on Multimedia and Expo. 2011"},{"key":"4583_CR32","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1145\/1526709.1526752","volume-title":"Proceedings of the 18th ACM International Conference on World Wide Web","author":"L Kennedy","year":"2009","unstructured":"Kennedy L, Naaman m. Less talk, more rock: automated organization of community-contributed collections of concert videos. In: Proceedings of the 18th ACM International Conference on World Wide Web. 2009, 311\u2013320"},{"key":"4583_CR33","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1109\/VAST.2010.5652922","volume-title":"Proceedings of 2010 IEEE Symposium on Visual Analytics Science and Technology","author":"N Diakopoulos","year":"2010","unstructured":"Diakopoulos N, Naaman M, Kivran-Swaine F. Diamonds in the rough: social media visual analytics for journalistic inquiry. In: Proceedings of 2010 IEEE Symposium on Visual Analytics Science and Technology. 2010, 115\u2013122"},{"key":"4583_CR34","volume-title":"Proceedings of the 20th World Wide Web Conference","author":"M Y Gao","year":"2011","unstructured":"Gao M Y, Hua X S, Jain R. Wonder What: real-time event determination from photos. In: Proceedings of the 20th World Wide Web Conference. 2011"},{"key":"4583_CR35","doi-asserted-by":"crossref","first-page":"740","DOI":"10.1007\/978-3-319-03731-8_69","volume":"8294","author":"X L Liu","year":"2013","unstructured":"Liu X L, Huet B. Event representation and visualization from social media. Lecture Notes in Computer Science, 2013, 8294: 740\u2013749","journal-title":"Lecture Notes in Computer Science"},{"issue":"1","key":"4583_CR36","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1007\/s11704-011-1167-7","volume":"6","author":"J L Tang","year":"2012","unstructured":"Tang J L, Wang X F, Gao H J, Hu X, Liu H. Enriching short text representation in microblog for clustering. Frontiers of Computer Science, 2012, 6(1): 88\u2013101","journal-title":"Frontiers of Computer Science"},{"issue":"5","key":"4583_CR37","first-page":"611","volume":"6","author":"X L Zheng","year":"2012","unstructured":"Zheng X L, Zhong Y G, Daniel Z, Wang F Y. Social influence and spread dynamics in social networks. Frontiers of Computer Science, 2012, 6(5): 611\u2013620","journal-title":"Frontiers of Computer Science"},{"key":"4583_CR38","first-page":"97","volume-title":"Proceedings of the 4th IEEE International Conference on Semantic Computing","author":"X L Liu","year":"2010","unstructured":"Liu X L, Huet B. Automatic concept detector refinement for large-scale video semantic annotation. In: Proceedings of the 4th IEEE International Conference on Semantic Computing. 2010, 97\u2013100"},{"key":"4583_CR39","volume-title":"Natural language processing with python","author":"S Bird","year":"2009","unstructured":"Bird S, Klein E, Loper E. Natural language processing with python. Sebastopol: O\u2019Reilly Media, Inc., 2009"},{"key":"4583_CR40","first-page":"11","volume-title":"Proceedings of the 6th International Semantic Web Conference","author":"S Auer","year":"2007","unstructured":"Auer S, Bizer C, Kobilarov G, Lehmann J, Ives Z. Dbpedia: a nucleus for a Web of open data. In: Proceedings of the 6th International Semantic Web Conference. 2007, 11\u201315"},{"issue":"5","key":"4583_CR41","first-page":"17","volume":"18","author":"C J Sun","year":"2004","unstructured":"Sun C J, Guan Y. A statistical approach for content extraction from Web page. Journal of Chinese Information Processing, 18(5): 17\u201322, 2004","journal-title":"Journal of Chinese Information Processing"},{"issue":"1","key":"4583_CR42","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1007\/s00371-008-0282-4","volume":"25","author":"T Mei","year":"2009","unstructured":"Mei T, Yang B, Yang S Q, Hua X S. Video collage: presenting a video sequence using a single image. The Visual Computer, 2009, 25(1): 39\u201351","journal-title":"The Visual Computer"},{"key":"4583_CR43","volume-title":"Lecture Notes in Business Information Processing","author":"K Aouiche","year":"2009","unstructured":"Aouiche K, Lemire D, Godin R. Web 2.0 OLAP: from data cubes to tag clouds. Lecture Notes in Business Information Processing, 2009"},{"key":"4583_CR44","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1145\/1386352.1386363","volume-title":"Proceedings of the 2008 International Conference on Content-based Image and Video Retrieval","author":"T Quack","year":"2008","unstructured":"Quack T, Leibe B, Van Gool L. World-scale mining of objects and events from community photo collections. In: Proceedings of the 2008 International Conference on Content-based Image and Video Retrieval, 2008, 47\u201356"},{"issue":"1","key":"4583_CR45","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1109\/MMUL.2010.68","volume":"18","author":"S Papadopoulos","year":"2011","unstructured":"Papadopoulos S, Zigkolis C, Kompatsiaris Y, Vakali A. Cluster-based landmark and event detection for tagged photo collections. IEEE Multimedia, 2011, 18(1): 52\u201363","journal-title":"IEEE Multimedia"},{"key":"4583_CR46","volume-title":"Proceedings of the 12th International Workshop on the Web and Databases","author":"H Becker","year":"2009","unstructured":"Becker H, Naaman H, Gravano L. Event identification in social media. In: Proceedings of the 12th International Workshop on the Web and Databases. 2009"},{"key":"4583_CR47","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1007\/978-3-319-04114-8_13","volume":"8325","author":"G Petkos","year":"2014","unstructured":"Petkos G, Papadopoulos S, Schinas E, Kompatsiaris Y. Graph-based multimodal clustering for social event detection in large collections of images. Lecture Notes in Computer Science, 2014, 8325: 146\u2013158","journal-title":"Lecture Notes in Computer Science"},{"key":"4583_CR48","volume-title":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","author":"G Petkos","year":"2012","unstructured":"Petkos G, Papadopoulos S, Kompatsiaris Y. Social event detection using multimodal clustering and integrating supervisory signals. In: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval. 2012"},{"key":"4583_CR49","first-page":"103","volume-title":"Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval","author":"T Rattenbury","year":"2007","unstructured":"Rattenbury T, Good N, Naaman M. Towards automatic extraction of event and place semantics from flickr tags. In: Proceedings of ACM SIGIR Conference on Research and Development in Information Retrieval. 2007, 103"},{"issue":"1","key":"4583_CR50","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1007\/s11704-011-1174-8","volume":"6","author":"Z Y Liu","year":"2012","unstructured":"Liu Z Y, Chen X X, Sun M S. Mining the interests of chinese microbloggers via keyword extraction. Frontiers of Computer Science, 2012, 6(1): 76\u201387","journal-title":"Frontiers of Computer Science"},{"key":"4583_CR51","volume-title":"Proceedings of ACM conference on CIKM","author":"L Chen","year":"2009","unstructured":"Chen L, Abhishek R. Event detection from Flickr data through waveletbased spatial analysis. In: Proceedings of ACM conference on CIKM. 2009"},{"key":"4583_CR52","volume-title":"Proceedings of International AAAI Conference on Weblogs and Social Media","author":"J S Weng","year":"2011","unstructured":"Weng J S, Lee B S. Event detection in twitter. In: Proceedings of International AAAI Conference on Weblogs and Social Media. 2011"},{"issue":"6","key":"4583_CR53","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9","volume":"41","author":"S Deerwester","year":"1990","unstructured":"Deerwester S, Dumais S T, Furnas G W, Landauer T K, Harshman R. Indexing by Latent Semantic Analysis. Journal of the American Society for Information Science, 1990, 41(6): 391\u2013407","journal-title":"Journal of the American Society for Information Science"},{"key":"4583_CR54","doi-asserted-by":"crossref","first-page":"50","DOI":"10.1145\/312624.312649","volume-title":"Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval","author":"T Hofmann","year":"1999","unstructured":"Hofmann T. Probabilistic latent semantic indexing. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999, 50\u201357"},{"issue":"4\u20135","key":"4583_CR55","first-page":"993","volume":"3","author":"D M Blei","year":"2003","unstructured":"Blei D M, Ng A Y, Jordan M I. Latent Dirichlet Allocation. Journal of Machine Learning Research. 2003, 3(4\u20135): 993\u20131022","journal-title":"Journal of Machine Learning Research"},{"key":"4583_CR56","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1145\/1998076.1998141","volume-title":"Proceeding of the 11th Annual International ACM\/IEEE joint Conference on Digital Libraries","author":"C C Pan","year":"2011","unstructured":"Pan C C, Mitra P. Event detection with spatial latent dirichlet allocation. In: Proceeding of the 11th Annual International ACM\/IEEE joint Conference on Digital Libraries. 2011, 349"},{"key":"4583_CR57","first-page":"1","volume-title":"Proceeding of IEEE International Workshop on Image Analysis for Multimedia Interactive Services","author":"X L Liu","year":"2012","unstructured":"Liu X L, Huet B. Social event discovery by topic inference. In: Proceeding of IEEE International Workshop on Image Analysis for Multimedia Interactive Services. 2012, 1\u20134"},{"key":"4583_CR58","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1007\/978-3-642-38562-9_51","volume":"7923","author":"X Wang","year":"2013","unstructured":"Wang X, Zhu F, Jiang J, Li S J. Real time event detection in twitter. Lecture Notes in Computer Science, 2013, 7923: 502\u2013513","journal-title":"Lecture Notes in Computer Science"},{"key":"4583_CR59","first-page":"101","volume-title":"Journal of the American Statistical Association","author":"Y W The","year":"2004","unstructured":"The Y W, Jordan M I, Beal M J, Blei D M. Hierarchical dirichlet processes. Journal of the American Statistical Association, 2004, 101"},{"issue":"6","key":"4583_CR60","doi-asserted-by":"crossref","first-page":"e97807","DOI":"10.1371\/journal.pone.0097807","volume":"9","author":"T Cheng","year":"2014","unstructured":"Cheng T, Wicks T. Event detection using Twitter: a spatio-temporal approach. PLoS ONE, 2014, 9(6): e97807","journal-title":"PLoS ONE"},{"key":"4583_CR61","volume-title":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","author":"T Reuter","year":"2012","unstructured":"Reuter T, Cimiano P. Event-based classification of social media streams. In: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 2012"},{"key":"4583_CR62","doi-asserted-by":"crossref","first-page":"865","DOI":"10.1145\/2393347.2396332","volume-title":"Proceedings of the 20th ACM International Conference on Multimedia","author":"Y X Wang","year":"2012","unstructured":"Wang Y X, Sundaram H, Xie L X. Social event detection with interaction graph modeling. In: Proceedings of the 20th ACM International Conference on Multimedia, 2012, 865\u2013868"},{"key":"4583_CR63","volume-title":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","author":"M Brenner","year":"2012","unstructured":"Brenner M, Izquierdo E. Social event detection and retrieval in collaborative photo collections. In: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval. 2012"},{"key":"4583_CR64","volume-title":"MediaEval","author":"X L Liu","year":"2011","unstructured":"Liu X L, Huet B, Troncy R. Eurecom mediaeval 2011 social event detection task. MediaEval, 2011"},{"issue":"2","key":"4583_CR65","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/s11704-013-3902-8","volume":"7","author":"R H Li","year":"2013","unstructured":"Li R H, Liu J Q, Yu J X, Chen H X, Kitagawa H. Co-occurrence prediction in a large location-based social network. Frontiers of Computer Science, 2013, 7(2): 185\u2013194","journal-title":"Frontiers of Computer Science"},{"issue":"7","key":"4583_CR66","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1023\/B:INRT.0000011210.12953.86","volume":"3","author":"J Makkonen","year":"2004","unstructured":"Makkonen J, Ahonen-Myka H, Salmenkivi M. Simple semantics in topic detection and tracking. Information Retrieval, 2004, 3(7): 347\u2013368","journal-title":"Information Retrieval"},{"key":"4583_CR67","volume-title":"Proceedings of the 2nd ACM International Conference on Multimedia Retrieval","author":"T Reuter","year":"2012","unstructured":"Reuter T, Cimiano P. Event-based classification of social media streams. In: Proceedings of the 2nd ACM International Conference on Multimedia Retrieval. 2012"},{"key":"4583_CR68","first-page":"1","volume-title":"Proceedings of the 9th International Conference on Information, Communications and Signal Processing","author":"J M Gu","year":"2013","unstructured":"Gu J M, Wu Y L, Hung W C, Tang C Y. Personal photo organization using event annotation. In: Proceedings of the 9th International Conference on Information, Communications and Signal Processing. 2013, 1\u20134"},{"key":"4583_CR69","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1145\/2632856.2632893","volume-title":"Proceedings of International Conference on Internet Multimedia Computing and Service","author":"S H Qian","year":"2014","unstructured":"Qian S H, Zhang T Z, Xu C S. Multimodal supervised latent dirichlet allocation for event classification in social media. In: Proceedings of International Conference on Internet Multimedia Computing and Service, 2014, 152\u2013157"},{"issue":"3","key":"4583_CR70","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.websem.2008.06.001","volume":"6","author":"F M Suchanek","year":"2008","unstructured":"Suchanek F M, Kasneci G, Weikum G. Yago: a large ontology from Wikipedia and WordNet. Web Semantics: Science, Services and Agents on the World Wide Web, 2008, 6(3): 203\u2013217","journal-title":"Web Semantics: Science, Services and Agents on the World Wide Web"},{"issue":"1","key":"4583_CR71","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1145\/1656274.1656278","volume":"11","author":"M Hall","year":"2009","unstructured":"Hall M, Frank E, Holmes G, Pfahringer B, Reutemann P, Witten I H. The WEKA data mining software: an update. ACM SIGKDD Explorations Newsletter, 2009, 11(1): 10\u201318","journal-title":"ACM SIGKDD Explorations Newsletter"},{"issue":"3","key":"4583_CR72","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"C C Chang","year":"2011","unstructured":"Chang C C, Lin C J. LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2011, 2(3): 27:1\u201327","journal-title":"ACM Transactions on Intelligent Systems and Technology"},{"key":"4583_CR73","volume-title":"Classification and regression trees","author":"L Breiman","year":"1984","unstructured":"Breiman L, Friedman J, Olshen R, Stone C. Classification and regression trees. Monterey: Wadsworth and Brooks, 1984"},{"key":"4583_CR74","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman L. Random forests. Machine Learning, 2001, 45: 5\u201332","journal-title":"Machine Learning"},{"key":"4583_CR75","first-page":"1","volume-title":"Proceedings of IEEE Conference on Computer Vision and Pattern Recognition","author":"J Hays","year":"2008","unstructured":"Hays J, Efros A A. IM2GPS: estimating geographic information from a single image. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2008, 1\u20138"},{"key":"4583_CR76","first-page":"57","volume":"7","author":"H Y Lo","year":"2009","unstructured":"Lo H Y, Chang K W, Chen S T, Chiang S H, Ferng C S, Hsieh C J, Ko Y K, Kuo T T, Lai H C, Lin K Y, Wang C H, Yu H F, Lin C J, Lin H T, Lin S. An ensemble of three classifiers for KDD Cup 2009: expanded linear model, heterogeneous boosting, and selective na\u00efve bayes. Journal of Machine Learning Research\u2014Proceedings Track, 2009, 7: 57\u201364","journal-title":"Journal of Machine Learning Research\u2014Proceedings Track"},{"key":"4583_CR77","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511809071","volume-title":"Introduction to information retrieval","author":"C D Manning","year":"2008","unstructured":"Manning C D, Raghavan P, Sch\u00fctze H. Introduction to information retrieval. Cambridge: Cambridge University Press, 2008"},{"key":"4583_CR78","volume-title":"Proceedings of ACM Conferrence on Image and Video Retrieval","author":"T S Chua","year":"2009","unstructured":"Chua T S, Tang J H, Hong R C, Li H J, Luo Z P, Zheng Y T. Nus-wide: a real-world Web image database from national university of singapore. In: Proceedings of ACM Conferrence on Image and Video Retrieval. 2009"},{"key":"4583_CR79","volume-title":"Semantic Web programming","author":"J Hebeler","year":"2009","unstructured":"Hebeler J, Fisher M, Blace R, Perez-Lopez A. Semantic Web programming. Indianapolis: Wiley Publishing, 2009"},{"key":"4583_CR80","volume-title":"MediaEval","author":"G Petkos","year":"2013","unstructured":"Petkos G, Papadopoulos S, Mezaris V, Kompatsiaris Y. Social event detection at mediaeval 2014: challenges, datasets, and evaluation. MediaEval, 2013"},{"key":"4583_CR81","first-page":"15","volume-title":"Proceedings of TRECVID","author":"P Over","year":"2010","unstructured":"Over P, Awad G, Michel M, Fiscus J, Sanders G, Kraaij W, Smeaton A F, Quvenot G. TRECVID 2014\u2014an overview of the goals, tasks, data, evaluation mechanisms and metrics. In: Proceedings of TRECVID. 2010, 15\u201317"}],"container-title":["Frontiers of Computer Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11704-015-4583-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11704-015-4583-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11704-015-4583-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,11]],"date-time":"2024-06-11T00:30:49Z","timestamp":1718065849000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11704-015-4583-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9,8]]},"references-count":81,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,6]]}},"alternative-id":["4583"],"URL":"https:\/\/doi.org\/10.1007\/s11704-015-4583-2","relation":{},"ISSN":["2095-2228","2095-2236"],"issn-type":[{"value":"2095-2228","type":"print"},{"value":"2095-2236","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,9,8]]}}}