Publications

2021 and In Press

  • Aka, A. & Bhatia, S. (in press). Machine learning methods for predicting, understanding, and influencing health perception. Journal of the Association for Consumer Research.
  • Bhatia, S. & Richie, R. (in press). Transformer networks of human conceptual knowledge. Psychological Review. [pdf]
  • Zhao, J. Richie, R. & Bhatia, S. (in press). Process and content in decisions from memory. Psychological Review. [pdf]
  • Singh, M., Richie, R. & Bhatia, S. (in press). Representing and predicting everyday behavior. Computational Brain & Behavior.
  • Bhatia, S., Olivola, C., Bhatia, N., & Ameen, A. (in press). Predicting leadership perception with large-scale natural language data. Leadership Quarterly. [pdf]
  • Gandhi, N., Zou, W., Meyer, C., Bhatia, S., & Walasek, L. (in press). Computational methods for predicting and understanding food judgment. Psychological Science. [pdf]
  • Spektor, M., Bhatia, S., & Gluth, S. (in press). The elusiveness of context effects in decision making. Trends in Cognitive Sciences. [pdf]
  • He, L., Pantelis, P. P., & Bhatia, S. (in press). The wisdom of model crowds. Management Science. [pdf]
  • Aka, A. & Bhatia, S. (in press). What I like is what I remember: memory modulation and preferential choice. Journal of Experimental Psychology: General. [pdf]
  • He, L., Zhao, W.J. & Bhatia, S. (in press). An ontology of decision models. Psychological Review. [pdf]
  • Richie, R. & Bhatia, S. (2021). Similarity judgment within and across categories: A comprehensive model comparison. Cognitive Science, 45(8), 13030. [pdf]
  • Bhatia, S. & He, L. (2021). Machine-generated theories of human decision making. Science. 273(6547), 1150-1151. [pdf] (perspective on Peterson et al., 2021)
  • Zou, W. & Bhatia, S. (2021). Judgment errors in naturalistic numerical estimation. Cognition, 104647. [pdf]
  • Bhatia, S., He, L., Zhao, W., & Analytis, P. P. (2021). Cognitive models of optimal sequential search with recall. Cognition, 210, 104595. [pdf]
  • Bhatia, S., Walasek, L., Slovic, P., & Kunreuther, H. (2021). The more who die, the less we care: Evidence from natural language analysis of online news articles and social media posts. Risk Analysis, 41(1), 179-203. [pdf]
  • Sontuoso, A. & Bhatia, S. (2021). A notion of prominence for games with natural-language labels. Quantitative Economics, 12(1), 283-312. [pdf]
  • Bhatia, N. & Bhatia, S. (2021). Changes in gender stereotypes over time: A computational analysis. Psychology of Women Quarterly, 41(1), 106-125. [pdf]

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