Social Media Analytics: Channeling the Power of the Blogosphere for Marketing Insight

[1]  H. Sebastian Seung,et al.  Learning the parts of objects by non-negative matrix factorization , 1999, Nature.

[2]  Thomas Hofmann,et al.  Probabilistic Latent Semantic Analysis , 1999, UAI.

[3]  Matthew Richardson,et al.  Mining the network value of customers , 2001, KDD '01.

[4]  Hinrich Schütze,et al.  Book Reviews: Foundations of Statistical Natural Language Processing , 1999, CL.

[5]  Bo Pang,et al.  Thumbs up? Sentiment Classification using Machine Learning Techniques , 2002, EMNLP.

[6]  Peter D. Turney.  Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews , 2002, ACL.

[7]  Hong Yu,et al.  Towards Answering Opinion Questions: Separating Facts from Opinions and Identifying the Polarity of Opinion Sentences , 2003, EMNLP.

[8]  Bernhard Schölkopf,et al.  Ranking on Data Manifolds , 2003, NIPS.

[9]  Matthew Hurst,et al.  A Language Model Approach to Keyphrase Extraction , 2003, ACL 2003.

[10]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..

[11]  Soo-Min Kim,et al.  Determining the Sentiment of Opinions , 2004, COLING.

[12]  Mikhail Belkin,et al.  Regularization and Semi-supervised Learning on Large Graphs , 2004, COLT.

[13]  Elizabeth D. Liddy,et al.  Advances in Automatic Text Summarization , 2001, Information Retrieval.

[14]  Xiaojin Zhu,et al.  --1 CONTENTS , 2006 .

[15]  Tong Zhang,et al.  Linear prediction models with graph regularization for web-page categorization , 2006, KDD '06.

[16]  Brett W. Bader,et al.  The TOPHITS Model for Higher-Order Web Link Analysis∗ , 2006 .

[17]  John D. Lafferty,et al.  Dynamic topic models , 2006, ICML.

[18]  Yun Chi,et al.  Eigen-trend: trend analysis in the blogosphere based on singular value decompositions , 2006, CIKM '06.

[19]  Andreas Krause,et al.  Cost-effective outbreak detection in networks , 2007, KDD '07.

[20]  Yun Chi,et al.  Structural and temporal analysis of the blogosphere through community factorization , 2007, KDD '07.

[21]  Christos Faloutsos,et al.  Graph evolution: Densification and shrinking diameters , 2006, TKDD.

[22]  Foster J. Provost,et al.  Classification in Networked Data: a Toolkit and a Univariate Case Study , 2007, J. Mach. Learn. Res..

[23]  Ichigaku Takigawa,et al.  A spectral clustering approach to optimally combining numericalvectors with a modular network , 2007, KDD '07.

[24]  Vikas Sindhwani,et al.  On semi-supervised kernel methods , 2007 .

[25]  John Blitzer,et al.  Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification , 2007, ACL.

[26]  Vikas Sindhwani,et al.  Document-Word Co-regularization for Semi-supervised Sentiment Analysis , 2008, 2008 Eighth IEEE International Conference on Data Mining.

[27]  Jon M. Kleinberg,et al.  The structure of information pathways in a social communication network , 2008, KDD.

[28]  Prem Melville,et al.  Sentiment analysis of blogs by combining lexical knowledge with text classification , 2009, KDD.

[29]  Vikas Sindhwani,et al.  Uncertainty sampling and transductive experimental design for active dual supervision , 2009, ICML '09.

[30]  Lada A. Adamic,et al.  Social influence and the diffusion of user-created content , 2009, EC '09.

[31]  Christos Faloutsos,et al.  Modeling Blog Dynamics , 2009, ICWSM.

[32]  Myra Spiliopoulou,et al.  Topic Evolution in a Stream of Documents , 2009, SDM.