Private traits and attributes are predictable from digital records of human behavior M Kosinski, D Stillwell, T Graepel Proceedings of the National Academy of Sciences 110 (15), 5802-5805, 2013 | 3841 | 2013 |
Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach HA Schwartz, JC Eichstaedt, ML Kern, L Dziurzynski, SM Ramones, ... PLOS ONE 8 (9), e73791, 2013 | 2239 | 2013 |
Computer-based personality judgments are more accurate than those made by humans W Youyou, M Kosinski, D Stillwell Proceedings of the National Academy of Sciences 112 (4), 1036-1040, 2015 | 1521 | 2015 |
Facebook as a research tool for the social sciences: Opportunities, challenges, ethical considerations, and practical guidelines. M Kosinski, SC Matz, SD Gosling, V Popov, D Stillwell American Psychologist 70 (6), 543, 2015 | 1306 | 2015 |
Psychological targeting as an effective approach to digital mass persuasion SC Matz, M Kosinski, G Nave, DJ Stillwell Proceedings of the national academy of sciences 114 (48), 12714-12719, 2017 | 966 | 2017 |
Automatic personality assessment through social media language. G Park, HA Schwartz, JC Eichstaedt, ML Kern, M Kosinski, DJ Stillwell, ... Journal of personality and social psychology 108 (6), 934, 2015 | 890 | 2015 |
Our Twitter profiles, our selves: Predicting personality with Twitter D Quercia, M Kosinski, D Stillwell, J Crowcroft Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational …, 2011 | 742 | 2011 |
Personality and patterns of Facebook usage Y Bachrach, M Kosinski, T Graepel, P Kohli, D Stillwell Proceedings of the 3rd Annual ACM Web Science Conference, 24-32, 2012 | 658 | 2012 |
Manifestations of user personality in website choice and behaviour on online social networks M Kosinski, Y Bachrach, P Kohli, D Stillwell, T Graepel Machine Learning 95 (3), 357-380, 2014 | 430 | 2014 |
Divided we stand: Three psychological regions of the United States and their political, economic, social, and health correlates. PJ Rentfrow, SD Gosling, M Jokela, DJ Stillwell, M Kosinski, J Potter Journal of personality and social psychology 105 (6), 996, 2013 | 394 | 2013 |
Towards assessing changes in degree of depression through facebook HA Schwartz, J Eichstaedt, ML Kern, G Park, M Sap, D Stillwell, ... Proceedings of the Workshop on Computational Linguistics and Clinical …, 2014 | 320 | 2014 |
Developing age and gender predictive lexica over social media M Sap, G Park, J Eichstaedt, M Kern, D Stillwell, M Kosinski, L Ungar, ... Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014 | 296 | 2014 |
Computational personality recognition in social media G Farnadi, G Sitaraman, S Sushmita, F Celli, M Kosinski, D Stillwell, ... User Modeling and User-Adapted Interaction 26 (2-3), 109-142, 2016 | 283 | 2016 |
The personality of popular facebook users D Quercia, R Lambiotte, D Stillwell, M Kosinski, J Crowcroft Proceedings of the ACM 2012 conference on Computer Supported Cooperative …, 2012 | 275 | 2012 |
Mining facebook data for predictive personality modeling D Markovikj, S Gievska, M Kosinski, D Stillwell Proceedings of the 7th international AAAI conference on Weblogs and Social …, 2013 | 223 | 2013 |
Predicting individual well-being through the language of social media HA Schwartz, M Sap, ML Kern, JC Eichstaedt, A Kapelner, M Agrawal, ... Pacific Symposium on Biocomputing 21, 516-527, 2016 | 222 | 2016 |
Money Buys Happiness When Spending Fits Our Personality. SC Matz, JJ Gladstone, D Stillwell Psychological Science 1, 11, 2016 | 217 | 2016 |
Participant recruitment and data collection through Facebook: The role of personality factors SC Rife, KL Cate, M Kosinski, D Stillwell International Journal of Social Research Methodology 19 (1), 69-83, 2016 | 203 | 2016 |
The Online Social Self An Open Vocabulary Approach to Personality ML Kern, JC Eichstaedt, HA Schwartz, L Dziurzynski, LH Ungar, ... Assessment 21 (2), 158-169, 2014 | 203 | 2014 |
The song is you: Preferences for musical attribute dimensions reflect personality DM Greenberg, M Kosinski, DJ Stillwell, BL Monteiro, DJ Levitin, ... Social Psychological and Personality Science 7 (6), 597-605, 2016 | 197 | 2016 |