ZHANG H P, YU H K, XIONG D Y, et al. HHMM-based chinese lexical analyzer ICTCLAS[C]//Proc of the 2nd SigHan Workshop. 2003: 184-187.
[3]
BLEI D M. Probabilistic topic models[C]. Communications of the ACM. 2012, 4:77-84.
[4]
BISHOP C M. Pattern Recognition and Machine Learning[M]. Germany: Springer, 2007.
[5]
PHILIP R, ERIC H. Gibbs sampling for the uninitiated[R]. Technical Reports from UMIACS, 2010, 6.
[6]
STEYVERS M, GRIFFITHS T. Probabilistic topic models[J]. Handbook of Latent Semantic Analysis, 2007, 427(7):424-440.
[7]
WENG J S, LIM E P, JIANG J, et al. TwitterRank: finding topic-sensitive influential Twitterers[C]//Proceedings of the third ACM WSDM, 2010.
[8]
GRIFFITHS T L, STEYVERS M. Finding scientific topics[C]//Proc of the National Academy of Sciences of the United States of America, 2004, 101: 5228-5235.
[9]
IDO D, LEE L, PEREIRA F. Similarity-based methods for word sense disambiguation[C]//Proceedings of the Thirty-Fifth Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics, 1997: 56-63.
[10]
KULLBACK S, LEIBLER R. A. On Information and sufficiency[C]. Annals of Mathematical Statistics, 1951, 22(1): 79-86.
[11]
HONG L, DAVISON B D. Empirical study of topic modeling in Twitter[C]//Proceedings of the SIGKDD Workshop on Social Media Analytics, 2010.
[12]
ZHAO W X, HE J, YAN H F, et al. Comparing Twitter and traditional media using topic models[J]. Advances in Information Retrieval, Proceedings. 2011, 6611:338-349.
[13]
NOORDHUIS P, HEIJKOOP M, LAZOVIK A. Mining Twitter in the cloud: a case study[C]. Cloud Computing (CLOUD), 2010 IEEE 3rd International Conference. 2010 July, 107-114.
[14]
KANG J H, LERMAN K, PLANGPRASOPCHOK A. Analyzing microblogs with affinity propagation [C]//Proc of the 1st KDD Workshop on Social Media Analytic. New York: ACM, 2010: 67-70.
[15]
BLEI D M, NG A Y, JORDAN M I. Latent Dirichlet Allocation[J]. Journal of Machine Learning Research, 2003, 3:993-1022.
RAMAGE D, DUMAIS S, LIEBLING D. Characterizing microblogs with topic models[C]. ICWSM, 2010:130-137.
[18]
DEERWESTER S, DUMAIS S, LANDAUER T. Indexing by latent semantic analysis[J]. Journal of the American Society of Information Science. 1990, 41(6):391-407.
[19]
HOFMANN T. Probabilistic latent semantic indexing[C]//Proc of the 22nd Annual Int ACM SIGIR Conf on Research and Development in Information Retrieval．New York: ACM, 1999:50-57.
