The Computational Social Science Laboratory (CSSL) investigates properties of cognition by using documents of the social discourse, such as stories, narratives, social media, transcriptions of speeches and news articles, in conjunction with behavioral and fMRI studies. CSSL is an interdisciplinary group, where researchers and students from psychology and computer science tackle similar research problems from different perspectives. We use machine-learning and natural language processing techniques guided by psychological theories to identify various social and cognitive properties of human psychology. Our focus is on theory-based natural language processing and social media analysis to examine the structure of human values without relying on preset questionnaires. Further, we are interested in how text analysis and machine learning algorithms can be used to examine neuro-semantic representations, and how these representations, in turn, can advance natural language processing techniques. The work we conduct plays important roles in the study of values and group dynamics, in addition to the general study of human language in Psychology, and in sentiment analysis and machine learning.
Morteza Dehghani, PhD
Marlon Mooijman, PhD
Dehghani, M., Kennedy, B., Atari, M., Davani, A.M., Hoover, J., Omrani, A., Graham, J. (2021). Moral Concerns are differentially observable in language. Cognition, Vol 212, 104696. ISSN 0010-0277. https://doi.org/10.1016/j.cognition.2021.104696
Dehghani, M., Johnson, K., Hoover, J., Sagi, E., Garten, J., Parmar, N. J., Vaisey, S., Iliev, R., Graham, J. (2016). Purity Homophily in Social Networks. Journal of Experimental Psychology: General.
Dehghani, M., Johnson, K. M., Garten, J., Boghrati, R., Hoover, J., Balasubramanian, V., Singh, A., Shankar, Y., Pulickal, L., Rajkumar, A., Parmar, N. J. (2016). TACIT: An open-source text analysis, crawling, and interpretation tool. Behavior research methods.
Dehghani, M., Carnevale, P. J., Gratch, J. (2014). Interpersonal effects of expressed anger and sorrow in morally charged negotiation. Judgment and Decision Making. Vol. 9 (2), pp. 104-113.
Dehghani, M., Bang, M., Medin, D., Marin, A., Leddon, E., Waxman, S. (2013). Epistemologies in the Text of Children’s Books: Native-and non-Native-authored books. International Journal of Science Education. Vol. 35 (13), pp. 2133-2151.
Dehghani, M., Atran, S., Iliev, R., Sachdeva, S., Medin, D., Ginges, J. (2010). Sacred values and conflict over Iran’s nuclear program. Judgment and Decision Making. Vol. 5 (7), pp. 540-546.
“Purity: It both unites us and keeps us apart” USC Dornsife News, Feb 2, 2016
“Don’t Mess With My `Sacred Values’”, The New York Times, November 16, 2013
“God and the Ivory Tower”, Foreign Policy, August 6, 2012
“A Taboo Exchange”, Mind, July 2010
“Sacred Values and Iran Nukes”, The Atlantic, March 14, 2010