|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|Relating Personality Types with User Preferences in Multiple Entertainment Domains.|
I Cantador, I Fernández-Tobías, A Bellogín, M Kosinski, D Stillwell
UMAP Workshops, 2013
|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
|The song remains the same: A replication and extension of the MUSIC model|
PJ Rentfrow, LR Goldberg, DJ Stillwell, M Kosinski, SD Gosling, ...
Music Perception: An Interdisciplinary Journal 30 (2), 161-185, 2012
|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
|Values in words: Using language to evaluate and understand personal values|
RL Boyd, SR Wilson, JW Pennebaker, M Kosinski, DJ Stillwell, ...
Ninth International AAAI Conference on Web and Social Media, 2015
|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