Recognising personality traits using facebook status updates

AAAI Workshop - Technical Report

Volumn WS-13-01, Issue , 2013, Pages 14-18

  Farnadi, Golnoosh ^a,b   Zoghbi, Susana ^b   Moens, Marie Francine ^b   De Cock, Martine ^a  

^a GHENT UNIVERSITY   (Belgium)

^b UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS;

GAINING INSIGHTS; MACHINE LEARNING TECHNIQUES; PERSONALISATION; PERSONALITY TRAITS; SOCIAL MEDIA PLATFORMS; STATUS UPDATES; TRAINING EXAMPLE; WEB USERS;

SOCIAL NETWORKING (ONLINE);

EID: 84898857309     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Back, M. D.; Stopfer, J. M.; Vazire, S.; Gaddis, S.; Schmukle, S.; Egloff, B.; and Gosling, S. D. 2010. Facebook profiles reflect actual personality, not self-idealization. Psychological Science 21:372-374.
2. Celli, F.; Pianesi, F.; Stillwell, D.; and Kosinski, M. 2013. Workshop on computational personality recognition (shared task). In Proc. of WCPR13, in conjuction with ICWSM13. Boston, MA.
3. Chittaranjan, G.; Blom, J.; and Gatica-Perez, D. 2013. Mining large-scale smartphone data for personality studies. Personal Ubiquitous Comput. 17:433-450.
4. Golbeck, J.; Robles, C.; and Turner, K. 2011. Predicting personality with social media. In Proc. of CHI, 253-262. New York, NY, USA: ACM.
5. Kosinski, M.; Stillwell, D.; and Graepel, T. 2013. Private traits and attributes are predictable from digital records of human behavior. Proc. of PNAS.
6. Mairesse, F.; Walker, M. A.; Mehl, M. R.; and Moore, R. K. 2007. Using linguistic cues for the automatic recognition of personality in conversation and text. Journal of Artificial Intelligence Research 30:457-501.
7. Oberlander, J., and Nowson, S. 2006. Whose thumb is it anyway? Classifying author personality from weblog text. In Proc. of ACL, 627-634. Sydney, Australia: Association for Computational Linguistics.
8. O'Malley, A. J., and Marsden, P. V. 2008. The analysis of social networks. Health Services and Outcomes Research Methodology 8:222-269.
9. Pennebaker, J. W., and King, L. A. 1999. Linguistic styles: Language use as an individual difference. Journal of Personality and Social Psychology 77:1296-1312.
10. Qiu, L.; Lin, H.; Ramsay, J.; and Yang, F. 2012. You are what you tweet: Personality expression and perception on Twitter. Journal of Research in Personality 46:710-718.
11. Staiano, J.; Lepri, B.; Aharony, N.; Pianesi, F.; Sebe, N.; and Pentland, A. 2012. Friends don't lie: inferring personality traits from social network structure. In Proc. of UbiComp, 321-330. New York, NY, USA: ACM.
12. Tausczik, Y. R., and Pennebaker, J. W. 2010. The Psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology 29:24-54.
13. Witten, I. H., and Frank, E. 2005. Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems). San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.