{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:32:34Z","timestamp":1750221154990,"version":"3.41.0"},"publisher-location":"New York, New York, USA","reference-count":19,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3184558.3191592","type":"proceedings-article","created":{"date-parts":[[2018,4,18]],"date-time":"2018-04-18T18:04:25Z","timestamp":1524074665000},"page":"1451-1456","source":"Crossref","is-referenced-by-count":4,"title":["Profiling OSN Users Based on Temporal Posting Patterns"],"prefix":"10.1145","author":[{"given":"Qiu Fang","family":"Ying","sequence":"first","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, Hong Kong"}]},{"given":"Dah Ming","family":"Chiu","sequence":"additional","affiliation":[{"name":"The Chinese University of Hong Kong, Hong Kong, Hong Kong"}]},{"given":"Srinivasan","family":"Venkatramanan","sequence":"additional","affiliation":[{"name":"Virginia Tech, Virginia, USA"}]},{"given":"Xiaopeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Precise Recommendation Center, Tencent Inc., Shen Zhen, China"}]}],"member":"320","reference":[{"key":"key-10.1145\/3184558.3191592-1","doi-asserted-by":"crossref","unstructured":"Fabrício Benevenuto, Tiago Rodrigues, Meeyoung Cha, and Virgílio Almeida. 2009. Characterizing user behavior in online social networks. In Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference. ACM, 49--62.","DOI":"10.1145\/1644893.1644900"},{"key":"key-10.1145\/3184558.3191592-2","unstructured":"David M Blei, Andrew Y Ng, and Michael I Jordan. 2003. Latent dirichlet allocation. Journal of machine Learning research 3, Jan (2003), 993--1022."},{"key":"key-10.1145\/3184558.3191592-3","unstructured":"George EP Box, Gwilym M Jenkins, Gregory C Reinsel, and Greta M Ljung. 2015. Time series analysis: forecasting and control. John Wiley & Sons."},{"key":"key-10.1145\/3184558.3191592-4","doi-asserted-by":"crossref","unstructured":"Maria Carla Calzarossa and Daniele Tessera. 2015. Modeling and predicting temporal patterns of web content changes. Journal of Network and Computer Applications 56 (2015), 115--123.","DOI":"10.1016\/j.jnca.2015.06.008"},{"key":"key-10.1145\/3184558.3191592-5","unstructured":"Koutra D. Faloutsos M. et al. Devineni, P. 2017. Facebook Wall Posts: A Model of User Behavior. Social Network Analysis and Mining (2017). https:\/\/doi.org\/10. 1007\/s13278-017-0422--9"},{"key":"key-10.1145\/3184558.3191592-6","doi-asserted-by":"crossref","unstructured":"David Easley and Jon Kleinberg. 2010. Networks, crowds, and markets: Reasoning about a highly connected world. Cambridge University Press.","DOI":"10.1017\/CBO9780511761942"},{"key":"key-10.1145\/3184558.3191592-7","unstructured":"Alceu Ferraz Costa, Yuto Yamaguchi, Agma Juci Machado Traina, Caetano Traina Jr, and Christos Faloutsos. 2015. Rsc: Mining and modeling temporal activity in social media. In Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 269--278."},{"key":"key-10.1145\/3184558.3191592-8","doi-asserted-by":"crossref","unstructured":"Hiroshi Fujimoto, Minoru Etoh, Akira Kinno, and Yoshikazu Akinaga. 2011. Topic analysis of web user behavior using LDA model on proxy logs. In Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, 525--536.","DOI":"10.1007\/978-3-642-20841-6_43"},{"key":"key-10.1145\/3184558.3191592-9","doi-asserted-by":"crossref","unstructured":"Thomas L Griffiths and Mark Steyvers. 2004. Finding scientific topics. Proceedings of the National academy of Sciences 101, suppl 1 (2004), 5228--5235.","DOI":"10.1073\/pnas.0307752101"},{"key":"key-10.1145\/3184558.3191592-10","doi-asserted-by":"crossref","unstructured":"Lei Guo, Enhua Tan, Songqing Chen, Xiaodong Zhang, and Yihong Eric Zhao. 2009. Analyzing patterns of user content generation in online social networks. In Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 369--378.","DOI":"10.1145\/1557019.1557064"},{"key":"key-10.1145\/3184558.3191592-11","unstructured":"Matthew Hoffman, Francis R Bach, and David M Blei. 2010. Online learning for latent dirichlet allocation. In advances in neural information processing systems. 856--864."},{"key":"key-10.1145\/3184558.3191592-12","unstructured":"Matthew D Hoffman, David M Blei, Chong Wang, and John Paisley. 2013. Stochastic variational inference. The Journal of Machine Learning Research 14, 1 (2013), 1303--1347."},{"key":"key-10.1145\/3184558.3191592-13","doi-asserted-by":"crossref","unstructured":"Kira Radinsky, Krysta Svore, Susan Dumais, Jaime Teevan, Alex Bocharov, and Eric Horvitz. 2012. Modeling and predicting behavioral dynamics on the web. In Proceedings of the 21st international conference on World Wide Web. ACM, 599--608.","DOI":"10.1145\/2187836.2187918"},{"key":"key-10.1145\/3184558.3191592-14","doi-asserted-by":"crossref","unstructured":"Zhiyong Shen, Ping Luo, Yuhong Xiong, Jun Sun, and Yidong Shen. 2009. Topic modeling for sequences of temporal activities. In Data Mining, 2009. ICDM'09. Ninth IEEE International Conference on. IEEE, 980--985.","DOI":"10.1109\/ICDM.2009.83"},{"key":"key-10.1145\/3184558.3191592-15","unstructured":"Yu Wang, Eugene Agichtein, and Michele Benzi. 2012. TM-LDA: efficient online modeling of latent topic transitions in social media. In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 123--131."},{"key":"key-10.1145\/3184558.3191592-16","doi-asserted-by":"crossref","unstructured":"S Wasserman and Katherine Faust. 1994. Social Network Analysis: Methods and Analysis Cambridge. (1994).","DOI":"10.1017\/CBO9780511815478"},{"key":"key-10.1145\/3184558.3191592-17","doi-asserted-by":"crossref","unstructured":"Jobin Wilson, Santanu Chaudhury, and Brejesh Lall. 2017. Clustering short temporal behaviour sequences for customer segmentation using LDA. Expert Systems (2017).","DOI":"10.1111\/exsy.12250"},{"key":"key-10.1145\/3184558.3191592-18","doi-asserted-by":"crossref","unstructured":"Zhiheng Xu, Yang Zhang, Yao Wu, and Qing Yang. 2012. Modeling user posting behavior on social media. In Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval. ACM, 545--554.","DOI":"10.1145\/2348283.2348358"},{"key":"key-10.1145\/3184558.3191592-19","unstructured":"Jaewon Yang and Jure Leskovec. 2011. Patterns of temporal variation in online media. In Proceedings of the fourth ACM international conference on Web search and data mining. ACM, 177--186."}],"event":{"number":"2018","sponsor":["IW3C2, International World Wide Web Conference Committee","SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"acronym":"WWW '18","name":"Companion of the The Web Conference 2018","start":{"date-parts":[[2018,4,23]]},"location":"Lyon, France","end":{"date-parts":[[2018,4,27]]}},"container-title":["Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3184558.3191592","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3191592&ftid=1958387&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:31Z","timestamp":1750208911000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3184558.3191592"}},"subtitle":[],"proceedings-subject":"The Web Conference 2018","short-title":[],"issued":{"date-parts":[[2018]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1145\/3184558.3191592","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}