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Statistical relational learning towards modelling social media users

Published: 25 July 2015 Publication History

Abstract

No abstract available.

References

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Stephen Bach, Bert Huang, Ben London, and Lise Getoor. Hinge-loss Markov random fields: Convex inference for structured prediction. In Uncertainty in Artificial Intelligence (UAI), 2013.
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Golnoosh Farnadi, Susana Zoghbi, Marie-Francine Moens, and Martine De Cock. Recognising Personality Traits Using Facebook Status Updates. In Proc. of WCPR13 workshop at ICWSM13, 2013.
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Golnoosh Farnadi, Stephen Bach, Marie-Francine Moens, Lise Getoor, and Martine De Cock. Extending PSL with Fuzzy Quantifiers. In Proc. of StarAI2014, Workshop at Statistical Relational AI at AAAI2014, 2014.
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Golnoosh Farnadi, Geetha Sitaraman, Mehrdad Rohani, Michal Kosinski, David Stillwell, Marie-Francine Moens, Sergio Davalos, and Martine De Cock. How are you doing? Emotions and Personality in Facebook. In Proc. of EMPIRE2014, workshop at UMAP2014, 2014.
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Golnoosh Farnadi, Shanu Sushmita, Geetha Sitaraman, Nhat Thon, Martine De Cock, and Sergio Davalos. A Multivariate Regression Approach to Personality Impression Recognition of Vloggers. In Proc. of WCPR14 workshop at ACMMM2014, 2014.
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Lise Getoor and Ben Taskar. Introduction to Statistical Relational Learning. MIT press, 2007.
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Fritz Heider. The Psychology of Interpersonal Relations. New York: Wiley, 1958.
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Matthew Richardson and Pedro Domingos. Markov logic networks. Machine learning, 62:107- 136, 2006.
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Lotfi A Zadeh. A Computational Approach to Fuzzy Quantifiers in Natural Languages. Computers & Mathematics with Applications, 9(1):149-184, 1983.

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cover image Guide Proceedings
IJCAI'15: Proceedings of the 24th International Conference on Artificial Intelligence
July 2015
4429 pages
ISBN:9781577357384

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  • The International Joint Conferences on Artificial Intelligence, Inc. (IJCAI)

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AAAI Press

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Published: 25 July 2015

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