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Dynamic topic model
Results: 92

#	Item
11	HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades Xinran He1 XINRANHE @ USC . EDU Theodoros Rekatsinas2 THODREK @ CS . UMD . EDU Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:45 Statistical natural language processing Topic model Latent Dirichlet allocation Sociological theory of diffusion Dynamic topic model Information cascade Diffusion
12	Topic Modeling Variation across News Sources Gregory Ichneumon Brown ABSTRACT In this project we apply topic models to news articles to infer topics that provide insight into the variation between to Add to Reading List Source URL: greg.ichneumon.net Language: English - Date: 2015-01-21 23:31:22 Statistical natural language processing Statistics Probability Artificial intelligence Topic model Latent Dirichlet allocation Dirichlet distribution Gibbs sampling Usenet newsgroup News Unsupervised learning Dynamic topic model
13	Visualization Techniques for Topic Model Checking Jaimie Murdock and Colin Allen Program in Cognitive Science Indiana University {jammurdo,colallen}@indiana.edu Add to Reading List Source URL: www.jamram.net Language: English - Date: 2014-12-08 16:07:57 Statistical natural language processing Topic model Academia Learning Latent Dirichlet allocation Visualization Topic and comment Digital humanities Cognitive science Dynamic topic model
14	Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation James Foulds Levi Boyles Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2013-06-25 05:58:01 Expectation–maximization algorithm Variational Bayesian methods Topic model Algorithm Gibbs sampling Natural language processing Dirichlet process Mathematical optimization Dynamic topic model Statistics Statistical natural language processing Latent Dirichlet allocation
15	TopicCheck: Interactive Alignment for Assessing Topic Model Stability Jason Chuang∗ Margaret E. Roberts† Brandon M. Stewart† Political Science Add to Reading List Source URL: idl.cs.washington.edu Language: English Topic model Knowledge Latent Dirichlet allocation Reliability engineering Dynamic topic model Analysis Content analysis Statistical natural language processing Science Statistics
16	Automatic Labeling of Multinomial Topic Models Qiaozhu Mei, Xuehua Shen, Chengxiang Zhai Department of Computer Science University of Illinois at Urbana-Champaign Urbana,IL 61801 {qmei2,xshen,czhai}@uiuc.edu Add to Reading List Source URL: sifaka.cs.uiuc.edu Language: English - Date: 2007-06-23 17:18:53 Natural language processing Computational linguistics Information retrieval Machine learning Topic model Dynamic topic model Probabilistic latent semantic analysis Mixture model Latent Dirichlet allocation Statistics Statistical natural language processing Science
17	Learning Evolving and Emerging Topics in Social Media: A Dynamic NMF approach with Temporal Regularization Ankan Saha∗ Vikas Sindhwani Add to Reading List Source URL: people.cs.uchicago.edu Language: English - Date: 2012-01-12 12:52:28 Statistical natural language processing Linear algebra Matrix theory Multivariate statistics Numerical linear algebra Non-negative matrix factorization Online NMF Topic model Dynamic topic model Algebra Mathematics Statistics
18	Topic Modeling of Freelance Job Postingsto Monitor Web Service Abuse Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-08-31 15:01:53 Dynamic topic model Topic model Document-term matrix Probabilistic latent semantic analysis Dirichlet distribution Internet forum ODesk Ghostwriter Semantic analysis Statistical natural language processing Statistics Latent Dirichlet allocation
19	Active Learning with Constrained Topic Model Yi Yang Northwestern University Shimei Pan Add to Reading List Source URL: nlp.stanford.edu Language: English - Date: 2014-06-21 18:12:21 Latent Dirichlet allocation Science Relevance Concentration parameter Dynamic topic model Statistical natural language processing Statistics Topic model
20	Topic Modeling for the Social Sciences Daniel Ramage, Evan Rosen, Jason Chuang, Christopher D. Manning and Daniel A. McFarland* Computer Science Department and School of Education* Stanford University Stanford, CA 94305 Add to Reading List Source URL: nlp.stanford.edu Language: English - Date: 2009-12-02 10:34:44 Statistics Medicine Topic model Dynamic topic model Latent Dirichlet allocation AIDS HIV Scientific modelling Zidovudine Statistical natural language processing HIV/AIDS Health