Emotional Analysis of Blogs and Forums Data

We perform a statistical analysis of emotionally annotated comments in two large online datasets, examining chains of consecutive posts in the discussions. Using comparisons with randomised data we show that there is a high level of correlation for the emotional content of messages.

[1]  Anna Chmiel,et al.  Scaling of human behavior during portal browsing. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[2]  S. Fortunato,et al.  Statistical physics of social dynamics , 2007, 0710.3256.

[3]  R. Axelrod The Dissemination of Culture , 1997 .

[4]  B. Tadić,et al.  Networks and emotion-driven user communities at popular blogs , 2010 .

[5]  Serge Galam,et al.  Real space renormalization group and totalitarian paradox of majority rule voting , 2000 .

[6]  K. Kacperski,et al.  Opinion formation model with strong leader and external impact: a mean field approach , 1999 .

[7]  G J Rodgers,et al.  Growing trees in internet news groups and forums. , 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

[8]  Katarzyna Sznajd-Weron,et al.  Opinion evolution in closed community , 2000, cond-mat/0101130.

[9]  Frank Schweitzer,et al.  An agent-based model of collective emotions in online communities , 2010, ArXiv.

[10]  Julian Sienkiewicz,et al.  Nonequilibrium phase transition due to isolation of communities. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[11]  共立出版株式会社 コンピュータ・サイエンス : ACM computing surveys , 1978 .

[12]  Irene Koshik,et al.  Journal of the american society for information science and technology-2012 , 2012 .

[13]  Bosiljka Tadic,et al.  Bloggers behavior and emergent communities in Blog space , 2009, ArXiv.

[14]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[15]  Mike Thelwall,et al.  Negative emotions boost user activity at BBC forum , 2010, 1011.5459.

[16]  Arvid Kappas,et al.  Collective Emotions Online and Their Influence on Community Life , 2011, PloS one.

[17]  Fabrizio Sebastiani,et al.  Machine learning in automated text categorization , 2001, CSUR.

[18]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[19]  Hwee Tou Ng,et al.  Proceedings of the Conference on Empirical Methods in Natural Language Processing , 2008 .

[20]  John B. Shoven,et al.  I , Edinburgh Medical and Surgical Journal.

[21]  Wiley Interscience Journal of the American Society for Information Science and Technology , 2013 .

[22]  Grzegorz Siudem,et al.  External bias in the model of isolation of communities. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.

[23]  P. Sobkowicz,et al.  Dynamics of hate based Internet user networks , 2010 .