{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:17:04Z","timestamp":1761581824563,"version":"3.37.3"},"reference-count":80,"publisher":"Springer Science and Business Media LLC","issue":"45-46","license":[{"start":{"date-parts":[[2019,4,24]],"date-time":"2019-04-24T00:00:00Z","timestamp":1556064000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,4,24]],"date-time":"2019-04-24T00:00:00Z","timestamp":1556064000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["(No. 61772170)"],"award-info":[{"award-number":["(No. 61772170)"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"China Fundamental Research Funds for the Central Universities","award":["JZ2017YYPY0234"],"award-info":[{"award-number":["JZ2017YYPY0234"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2020,12]]},"DOI":"10.1007\/s11042-019-7567-7","type":"journal-article","created":{"date-parts":[[2019,4,24]],"date-time":"2019-04-24T07:04:40Z","timestamp":1556089480000},"page":"33431-33448","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["A survey of event analysis and mining from social multimedia"],"prefix":"10.1007","volume":"79","author":[{"given":"Tianpeng","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Xue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jian","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiao","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,4,24]]},"reference":[{"key":"7567_CR1","doi-asserted-by":"crossref","unstructured":"Ahmed A, Xing EP (2008) Dynamic non-parametric mixture models and the recurrent chinese restaurant process: with applications to evolutionary clustering. In: Siam International conference on data mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, pp 219\u2013230","DOI":"10.1137\/1.9781611972788.20"},{"issue":"2-3","key":"7567_CR2","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1023\/A:1015793827697","volume":"5","author":"J Allan","year":"2002","unstructured":"Allan J (2002) Detection as multi-topic tracking. Inf Retr 5(2-3):139\u2013157","journal-title":"Inf Retr"},{"issue":"3","key":"7567_CR3","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1080\/00031305.1992.10475879","volume":"46","author":"NS Altman","year":"1992","unstructured":"Altman NS (1992) An introduction to kernel and nearest-neighbor nonparametric regression. American Statistician 46(3):175\u2013185","journal-title":"American Statistician"},{"key":"7567_CR4","doi-asserted-by":"crossref","unstructured":"Blei D, Jordan MI (2003) Modeling annotated data, 127\u2013134","DOI":"10.1145\/860435.860460"},{"key":"7567_CR5","first-page":"327","volume":"3","author":"D Blei","year":"2010","unstructured":"Blei D, Mcauliffe JD (2010) Supervised topic models. Adv Neur Inf Process Syst 3:327\u2013332","journal-title":"Adv Neur Inf Process Syst"},{"key":"7567_CR6","first-page":"993","volume":"3","author":"D Blei","year":"2003","unstructured":"Blei D, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J Mach Learn Res Arch 3:993\u20131022","journal-title":"J Mach Learn Res Arch"},{"key":"7567_CR7","unstructured":"Boiman O, Shechtman E, Irani M (2008) In defense of nearest-neighbor based image classification. In: IEEE Conference on computer vision and pattern recognition, 2008. CVPR 2008, pp 1\u20138"},{"key":"7567_CR8","unstructured":"Caron F, Davy M, Doucet A (2008) Generalized polya urn for time-varying Dirichlet process mixtures"},{"key":"7567_CR9","unstructured":"Chen J, Yu J, Shen Y (2013) Towards topic trend prediction on a topic evolution model with social connection. In: Ieee\/wic\/acm International conferences on web intelligence and intelligent agent technology, pp 153\u2013157"},{"key":"7567_CR10","doi-asserted-by":"crossref","unstructured":"Chen N, Liu Y, Zhang ZJ (2014) A forecasting system of micro-blog public opinion based on artificial neural network. In: 2014 Tenth international conference on intelligent information hiding and multimedia signal processing (IIH-MSP). IEEE, pp 868\u2013871","DOI":"10.1109\/IIH-MSP.2014.219"},{"key":"7567_CR11","doi-asserted-by":"crossref","unstructured":"Chi Y, Song X, Zhou D, Hino K, Tseng BL (2007) Evolutionary spectral clustering by incorporating temporal smoothness pp 153\u2013162","DOI":"10.1145\/1281192.1281212"},{"issue":"247","key":"7567_CR12","first-page":"1","volume":"44","author":"G Csurka","year":"2004","unstructured":"Csurka G (2004) Visual categorization with bags of keypoints. Workshop Statist Learn Comput Vis Eccv 44(247):1\u201322","journal-title":"Workshop Statist Learn Comput Vis Eccv"},{"key":"7567_CR13","doi-asserted-by":"crossref","unstructured":"Das R, Zaheer M, Dyer C (2015) Gaussian LDA for topic models with word embeddings. In: Meeting of the association for computational linguistics and the international joint conference on natural language processing, pp 795\u2013804","DOI":"10.3115\/v1\/P15-1077"},{"key":"7567_CR14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-45219-5_7","volume-title":"Supervised term weighting for automated text categorization","author":"F Debole","year":"2004","unstructured":"Debole F, Sebastiani F (2004) Supervised term weighting for automated text categorization. Springer, Berlin"},{"key":"7567_CR15","unstructured":"Deerwester S (1990) Indexing by latent semantic indexing. Journal of the American Society Ofr Information Science, 41"},{"key":"7567_CR16","doi-asserted-by":"crossref","unstructured":"Diakopoulos N, Naaman M, Kivran-Swaine F (2010) Diamonds in the rough: social media visual analytics for journalistic inquiry. In: Visual analytics science and technology, pp 115\u2013122","DOI":"10.1109\/VAST.2010.5652922"},{"key":"7567_CR17","doi-asserted-by":"crossref","unstructured":"Fang Y, Si L, Somasundaram N, Yu Z (2012) Mining contrastive opinions on political texts using cross-perspective topic model, pp 63\u201372","DOI":"10.1145\/2124295.2124306"},{"issue":"12","key":"7567_CR18","doi-asserted-by":"publisher","first-page":"2281","DOI":"10.1109\/TMM.2015.2491019","volume":"17","author":"Q Fang","year":"2015","unstructured":"Fang Q, Xu C, Sang J, Hossain MS, Muhammad G (2015) Word-of-mouth understanding: entity-centric multimodal aspect-opinion mining in social media. IEEE Trans Multimed 17(12):2281\u2013 2296","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR19","doi-asserted-by":"crossref","unstructured":"Firan CS, Georgescu M, Nejdl W, Paiu R (2010) Bringing order to your photos: event-driven classification of flickr images based on social knowledge. In: ACM International conference on information and knowledge management, pp 189\u2013198","DOI":"10.1145\/1871437.1871465"},{"key":"7567_CR20","unstructured":"Gao ZJ, Song Y, Liu S, Wang H, Wei H, Chen Y, Cui W (2012) Tracking and connecting topics via incremental hierarchical Dirichlet processes. In: IEEE International conference on data mining, pp 1056\u20131061"},{"issue":"1","key":"7567_CR21","doi-asserted-by":"publisher","first-page":"5228","DOI":"10.1073\/pnas.0307752101","volume":"101 Suppl 1","author":"TL Griffiths","year":"2004","unstructured":"Griffiths TL, Steyvers M (2004) Finding scientific topics. Proc Natl Acad Sci USA 101 Suppl 1(1):5228\u20135235","journal-title":"Proc Natl Acad Sci USA"},{"key":"7567_CR22","doi-asserted-by":"crossref","unstructured":"Guillaumin M, Verbeek J, Schmid C (2010) Multimodal semi-supervised learning for image classification. In: Computer vision and pattern recognition, pp 902\u2013909","DOI":"10.1109\/CVPR.2010.5540120"},{"key":"7567_CR23","doi-asserted-by":"crossref","unstructured":"Haghighi A, Vanderwende L (2009) Exploring content models for multi-document summarization. In: Human language technologies: the 2009 conference of the North American chapter of the association for computational linguistics, pp 362\u2013370","DOI":"10.3115\/1620754.1620807"},{"key":"7567_CR24","doi-asserted-by":"crossref","unstructured":"Hardoon DR, Szedmak SR, Shawe-Taylor JR (2004) Canonical correlation analysis: an overview with application to learning methods. MIT Press","DOI":"10.1162\/0899766042321814"},{"key":"7567_CR25","doi-asserted-by":"crossref","unstructured":"Hofmann T (1999) Probabilistic latent semantic indexing. In: Proc Sigir, pp 50\u201357","DOI":"10.1145\/312624.312649"},{"issue":"12","key":"7567_CR26","doi-asserted-by":"publisher","first-page":"5814","DOI":"10.1109\/TIP.2016.2614132","volume":"25","author":"R Hong","year":"2016","unstructured":"Hong R, Hu Z, Wang R, Wang M, Tao D (2016) Multi-view object retrieval via multi-scale topic models. IEEE Trans Image Process 25(12):5814\u20135827","journal-title":"IEEE Trans Image Process"},{"issue":"4","key":"7567_CR27","doi-asserted-by":"publisher","first-page":"152","DOI":"10.1109\/TBDATA.2016.2515640","volume":"1","author":"R Hong","year":"2015","unstructured":"Hong R, Yang Y, Wang M, Hua XS (2015) Learning visual semantic relationships for efficient visual retrieval. IEEE Trans Big Data 1(4):152\u2013161","journal-title":"IEEE Trans Big Data"},{"issue":"8","key":"7567_CR28","doi-asserted-by":"publisher","first-page":"1555","DOI":"10.1109\/TMM.2016.2567071","volume":"18","author":"R Hong","year":"2016","unstructured":"Hong R, Zhang L, Zhang C, Zimmermann R (2016) Flickr circles: aesthetic tendency discovery by multi-view regularized topic modeling. IEEE Trans Multimed 18 (8):1555\u20131567","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR29","unstructured":"Iwata T, Watanabe S, Yamada T, Ueda N (2009) Topic tracking model for analyzing consumer purchase behavior. In: International jont conference on artifical intelligence, pp 1427\u20131432"},{"key":"7567_CR30","doi-asserted-by":"crossref","unstructured":"Iwata T, Yamada T, Sakurai Y, Ueda N (2010) Online multiscale dynamic topic models. In: Proc. ACM SIGKDD international conference on knowl-edge discovery and data mining, pp 663\u2013672","DOI":"10.1145\/1835804.1835889"},{"key":"7567_CR31","doi-asserted-by":"crossref","unstructured":"Jelodar H, Wang Y, Yuan C, Feng X (2017) Latent Dirichlet allocation (LDA) and topic modeling: models, applications a survey","DOI":"10.1007\/s11042-018-6894-4"},{"key":"7567_CR32","doi-asserted-by":"crossref","unstructured":"Jin W, Srihari RK (2007) Graph-based text representation and knowledge discovery. In: ACM Symposium on applied computing, pp 807\u2013811","DOI":"10.1145\/1244002.1244182"},{"key":"7567_CR33","doi-asserted-by":"crossref","unstructured":"Joachims T (1999) Text categorization with support vector machines. In: Proc. of European conference on machine learning","DOI":"10.1007\/BFb0026683"},{"issue":"5","key":"7567_CR34","doi-asserted-by":"publisher","first-page":"1460","DOI":"10.1109\/TMM.2014.2316473","volume":"16","author":"I Kalamaras","year":"2014","unstructured":"Kalamaras I, Drosou A, Tzovaras D (2014) Multi-objective optimization for multimodal visualization. IEEE Trans Multimed 16(5):1460\u20131472","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR35","doi-asserted-by":"crossref","unstructured":"Kasiviswanathan SP, Melville P, Banerjee A, Sindhwani V (2011) Emerging topic detection using dictionary learning, 745\u2013754","DOI":"10.1145\/2063576.2063686"},{"issue":"1","key":"7567_CR36","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/002224299305700101","volume":"57","author":"KL Keller","year":"1993","unstructured":"Keller KL (1993) Conceptualizing, measuring and managing customer based brand equity. J Mark 57(1):1\u201322","journal-title":"J Mark"},{"key":"7567_CR37","doi-asserted-by":"crossref","unstructured":"Kumaran G, Allan J (2004) Text classification and named entities for new event detection. In: Proc. of the ACM Sigir\u201904 conference, pp 297\u2013304","DOI":"10.1145\/1008992.1009044"},{"key":"7567_CR38","doi-asserted-by":"crossref","unstructured":"Lewis DD (1998) Naive (bayes) at forty: the independence assumption in information retrieval. In: European conference on machine learning, pp 4\u201315","DOI":"10.1007\/BFb0026666"},{"key":"7567_CR39","doi-asserted-by":"crossref","unstructured":"Li P, Yan Y, Wang C, Ren Z, Cong P, Wang H, Feng J (2016) Customer voice sensor: a comprehensive opinion mining system for call center conversation. In: IEEE International conference on cloud computing and big data analysis, pp 324\u2013329","DOI":"10.1109\/ICCCBDA.2016.7529578"},{"key":"7567_CR40","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-3223-4_13","volume-title":"A survey of opinion mining and sentiment analysis","author":"B Liu","year":"2012","unstructured":"Liu B, Zhang L (2012) A survey of opinion mining and sentiment analysis. Springer, US"},{"key":"7567_CR41","doi-asserted-by":"crossref","unstructured":"Liu J, Zha ZJ, Tian Q, Liu D, Yao T, Ling Q, Mei T (2016) Multi-scale triplet cnn for person re-identification. In: Proceedings of the 2016 ACM on multimedia conference. ACM, pp 192\u2013196","DOI":"10.1145\/2964284.2967209"},{"issue":"3-4","key":"7567_CR42","doi-asserted-by":"publisher","first-page":"347","DOI":"10.1023\/B:INRT.0000011210.12953.86","volume":"7","author":"J Makkonen","year":"2004","unstructured":"Makkonen J, Ahonen-Myka H, Salmenkivi M (2004) Simple semantics in topic detection and tracking. Inf Retr 7(3-4):347\u2013368","journal-title":"Inf Retr"},{"key":"7567_CR43","unstructured":"Marcombes P, Dalalyan A (2010) Towards optimal naive bayes nearest neighbor. In: European conference on computer vision, pp 171\u2013184"},{"issue":"3","key":"7567_CR44","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1145\/321075.321084","volume":"8","author":"ME Maron","year":"1961","unstructured":"Maron ME (1961) Automatic indexing: an experimental inquiry. J Acm 8 (3):404\u2013417","journal-title":"J Acm"},{"key":"7567_CR45","unstructured":"Mccallum A (1998) A comparison of event models for naive bayes text classification. In: Proc. AAAI-98 workshop on learning for text categorization, pp 41\u201348"},{"issue":"1","key":"7567_CR46","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1109\/TMM.2011.2168948","volume":"14","author":"M Merler","year":"2012","unstructured":"Merler M, Huang B, Xie L, Hua G, Natsev A (2012) Semantic model vectors for complex video event recognition. IEEE Trans Multimed 14(1):88\u2013101","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR47","doi-asserted-by":"crossref","unstructured":"Moghaddam S, Ester M (2011) ILDA:interdependent LDA model for learning latent aspects and their ratings from online product reviews, pp 665\u2013674","DOI":"10.1145\/2009916.2010006"},{"key":"7567_CR48","doi-asserted-by":"crossref","unstructured":"Moghaddam S, Ester M (2012) On the design of LDA models for aspect-based opinion mining, pp 803\u2013812","DOI":"10.1145\/2396761.2396863"},{"key":"7567_CR49","unstructured":"Ngiam J, Khosla A, Kim M, Nam J, Lee H, Ng AY (2011) Multimodal deep learning. In: Proceedings of the 28th international conference on machine learning (ICML-11), pp 689\u2013696"},{"key":"7567_CR50","unstructured":"Pan CC, Mitra P (2011) Event detection with spatial latent Dirichlet allocation. In: International ACM\/IEEE joint conference on digital libraries, pp 349\u2013358"},{"key":"7567_CR51","doi-asserted-by":"crossref","unstructured":"Putthividhy D, Attias HT, Nagarajan SS (2010) Topic regression multi-modal latent Dirichlet allocation for image annotation. In: Computer vision and pattern recognition, pp 3408\u20133415","DOI":"10.1109\/CVPR.2010.5540000"},{"key":"7567_CR52","doi-asserted-by":"crossref","unstructured":"Qian S, Zhang T, Hong R, Xu C (2015) Cross-domain collaborative learning in social multimedia. In: ACM International conference on multimedia, pp 99\u2013108","DOI":"10.1145\/2733373.2806234"},{"issue":"2","key":"7567_CR53","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1145\/2659521","volume":"11","author":"S Qian","year":"2015","unstructured":"Qian S, Zhang T, Xu C (2015) Boosted multi-modal supervised latent Dirichlet allocation for social event classification. Acm Trans Multimed Comput Commun Appl 11(2):27","journal-title":"Acm Trans Multimed Comput Commun Appl"},{"issue":"2","key":"7567_CR54","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1109\/TMM.2015.2510329","volume":"18","author":"S Qian","year":"2016","unstructured":"Qian S, Zhang T, Xu C, Shao J (2016) Multi-modal event topic model for social event analysis. IEEE Trans Multimed 18(2):233\u2013246","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR55","unstructured":"Qiu M, Jiang J (2013) A latent variable model for viewpoint discovery from threaded forum posts. In: NAACL"},{"key":"7567_CR56","doi-asserted-by":"crossref","unstructured":"Ramage D, Heymann P, Manning CD, Garcia-Molina H (2009) Clustering the tagged web, 54\u201363","DOI":"10.1145\/1498759.1498809"},{"key":"7567_CR57","doi-asserted-by":"crossref","unstructured":"Rasiwasia N, Pereira JC, Coviello E, Doyle G, Lanckriet GRG, Levy R, Vasconcelos N (2010) A new approach to cross-modal multimedia retrieval. In: International conference on multimedia, pp 251\u2013260","DOI":"10.1145\/1873951.1873987"},{"key":"7567_CR58","doi-asserted-by":"crossref","unstructured":"Ren L, Dunson DB, Carin L (2008) The dynamic hierarchical Dirichlet process. In: International conference, pp 824\u2013831","DOI":"10.1145\/1390156.1390260"},{"issue":"11","key":"7567_CR59","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1145\/361219.361220","volume":"18","author":"G Salton","year":"1974","unstructured":"Salton G (1974) A vector space model for automatic indexing. Commun Acm 18 (11):613\u2013620","journal-title":"Commun Acm"},{"key":"7567_CR60","doi-asserted-by":"crossref","unstructured":"Sang J, Xu C (2012) Right buddy makes the difference: an early exploration of social relation analysis in multimedia applications. In: ACM International conference on multimedia, pp 19\u201328","DOI":"10.1145\/2393347.2393358"},{"key":"7567_CR61","unstructured":"Sang J, Xu C, Jain R (2017) Social multimedia ming: from special to general. In: IEEE International symposium on multimedia, pp 481\u2013485"},{"issue":"1","key":"7567_CR62","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/505282.505283","volume":"34","author":"F Sebastiani","year":"2002","unstructured":"Sebastiani F (2002) Machine learning in automated text categorization. Acm Comput Surv 34(1):1\u201347","journal-title":"Acm Comput Surv"},{"key":"7567_CR63","unstructured":"Srivastava N, Salakhutdinov RR (2012) Multimodal learning with deep Boltzmann machines. In: Advances in neural information processing systems, pp 2222\u20132230"},{"issue":"3","key":"7567_CR64","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1016\/0167-7152(88)90107-1","volume":"6","author":"H Theil","year":"1988","unstructured":"Theil H, Chung CF (1988) Relations between two sets of variates: the bits of information provided by each variate in each set. Statist Probab Lett 6(3):137\u2013139","journal-title":"Statist Probab Lett"},{"key":"7567_CR65","doi-asserted-by":"crossref","unstructured":"Wang X, Mohanty N, Mccallum A (2005) Group and topic discovery from relations and text. In: Conference on statistical network analysis, pp 28\u201335","DOI":"10.1145\/1134271.1134276"},{"key":"7567_CR66","unstructured":"Wan L, Zhu L, Fergus R (2012) A hybrid neural network-latent topic model, 1287\u20131294"},{"issue":"11","key":"7567_CR67","doi-asserted-by":"publisher","first-page":"4649","DOI":"10.1109\/TIP.2012.2207397","volume":"21","author":"M Wang","year":"2012","unstructured":"Wang M, Li H, Tao D, Lu K, Wu X (2012) Multimodal graph-based reranking for web image search. IEEE Trans Image Process 21(11):4649\u20134661","journal-title":"IEEE Trans Image Process"},{"key":"7567_CR68","unstructured":"Wang C, Blei D, Heckerman D (2012) Continuous time dynamic topic models. Uai, 579\u2013586"},{"key":"7567_CR69","doi-asserted-by":"crossref","unstructured":"Wang H, Zhang C, Yin H, Wang W, Zhang J, Xu F (2016) A unified framework for fine-grained opinion mining from online reviews. In: Hawaii International conference on system sciences, pp 1134\u20131143","DOI":"10.1109\/HICSS.2016.144"},{"issue":"7","key":"7567_CR70","doi-asserted-by":"publisher","first-page":"1864","DOI":"10.1109\/TKDE.2016.2535367","volume":"28","author":"M Wang","year":"2016","unstructured":"Wang M, Fu W, Hao S, Tao D, Wu X (2016) Scalable semi-supervised learning by efficient anchor graph regularization. IEEE Trans Knowl Data Eng 28 (7):1864\u20131877","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"5","key":"7567_CR71","doi-asserted-by":"publisher","first-page":"1101","DOI":"10.1109\/TKDE.2017.2654445","volume":"29","author":"M Wang","year":"2017","unstructured":"Wang M, Fu W, Hao S, Liu H, Wu X (2017) Learning on big graph: label inference and regularization with anchor hierarchy. IEEE Trans Knowl Data Eng 29(5):1101\u20131114","journal-title":"IEEE Trans Knowl Data Eng"},{"issue":"2","key":"7567_CR72","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1109\/TMM.2007.911778","volume":"10","author":"X Wu","year":"2008","unstructured":"Wu X, Ngo CW, Hauptmann AG (2008) Multimodal news story clustering with pairwise visual near-duplicate constraint. IEEE Trans Multimed 10(2):188\u2013199","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR73","unstructured":"Xu C, Xu C, Xu C (2016) Multi-modal multi-view topic-opinion mining for social event analysis. In: ACM on multimedia conference, pp 2\u201311"},{"key":"7567_CR74","doi-asserted-by":"crossref","unstructured":"Yang Y, Zhang J, Carbonell J, Jin C (2002) Topic-conditioned novelty detection. In: Eighth ACM SIGKDD international conference on knowledge discovery and data mining, pp 688\u2013693","DOI":"10.1145\/775047.775150"},{"issue":"1","key":"7567_CR75","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1109\/TMM.2014.2375793","volume":"17","author":"X Yang","year":"2014","unstructured":"Yang X, Zhang T, Xu C (2014) Cross-domain feature learning in multimedia. IEEE Trans Multimed 17(1):64\u201378","journal-title":"IEEE Trans Multimed"},{"key":"7567_CR76","unstructured":"Yu J, Cong Y, Qin Z, Wan T (2012) Cross-modal topic correlations for multimedia retrieval. In: International conference on pattern recognition, pp 246\u2013249"},{"key":"7567_CR77","unstructured":"Zha ZJ, Hua XS, Mei T, Wang J, Qi GJ, Wang Z (2008) Joint multi-label multi-instance learning for image classification. In: IEEE Conference on computer vision and pattern recognition, 2008. CVPR 2008. IEEE, pp 1\u20138"},{"issue":"8","key":"7567_CR78","first-page":"273","volume":"40","author":"H Zhang","year":"2007","unstructured":"Zhang H, Zhuang Y, Wu F (2007) . Cross-modal correlation learning for clustering on image-audio dataset 40(8):273\u2013276","journal-title":"Cross-modal correlation learning for clustering on image-audio dataset"},{"key":"7567_CR79","doi-asserted-by":"crossref","unstructured":"Zhang J, Song Y, Zhang C, Liu S (2010) Evolutionary hierarchical Dirichlet processes for multiple correlated time-varying corpora. In: ACM SIGKDD International conference on knowledge discovery and data mining, Washington, Dc, Usa, July, pp 1079\u20131088","DOI":"10.1145\/1835804.1835940"},{"issue":"1","key":"7567_CR80","first-page":"1073","volume":"15","author":"J Zhu","year":"2013","unstructured":"Zhu J, Chen N, Perkins H, Zhang B (2013) Gibbs max-margin topic models with data augmentation. J Mach Learn Res 15(1):1073\u20131110","journal-title":"J Mach Learn Res"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-7567-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-019-7567-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-019-7567-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,17]],"date-time":"2024-07-17T06:26:51Z","timestamp":1721197611000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-019-7567-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,24]]},"references-count":80,"journal-issue":{"issue":"45-46","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["7567"],"URL":"https:\/\/doi.org\/10.1007\/s11042-019-7567-7","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2019,4,24]]},"assertion":[{"value":"15 July 2018","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 January 2019","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 April 2019","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 April 2019","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}