Published in , 2033
We modeled the responses in the Speeded Category-Veification Task by participants with varying levels of expertise to understand the dynamics of visual expertise.
Recommended citation: Shen J. & Palmeri T. J. (manuscript). Modeling the dynamics of real-world visual expertise.
Published in Psychometrika, 2020
A dynamic generalized linear mixed effects model (GLMM) approach to modeling a multinomial processing tree for intensive polytomous time series eye tracking data.
Recommended citation: Cho S.-J., Brown-Schmidt S., De Boeck P., Shen J. (2020). Modeling Intensive Polytomous Time-Series Eye-Tracking Data: A Dynamic Tree-Based Item Response Model. Psychometrika, 85, 154–184. doi:10.1007/s11336-020-09694-6
https://doi.org/10.1007/s11336-020-09694-6
Published in Multivariate Behavioral Research, 2019
This paper evaluated multilevel reliability measures in two-level nested designs (e.g., students nested within teachers) within a multilevel item response theory (IRT) framework.
Recommended citation: Cho S.-J., Shen, J., & Naveiras, M. (2019). Multilevel reliability measures of latent scores within an Item Response Theory framework. Multivariate Behavioral Research.
https://doi.org/10.1080/00273171.2019.1596780
Published in Vanderbilt University Electronic Theses and Dissertations, 2018
This sums up a major body of my Ph.D. work, modeling the dynamics and representations of real-world visual expertise.
Recommended citation: Shen, J. (2018). Modeling the dynamics and representations of real-world visual expertise. Retrieved from Vanderbilt University Electronic Theses and Dissertations.
https://etd.library.vanderbilt.edu//available/etd-03242018-201027/
Published in Visual Cognition, 2016
A review on modeling individual differences in visual categorization.
Recommended citation: Shen, J., & Palmeri, T. J. (2016). Modeling individual differences in visual categorization. Visual Cognition, 24, 260-283. doi:10.1080/13506285.2016.1236053
https://www.ncbi.nlm.nih.gov/pubmed/28154496
Published in Psychonomic Bulletin & Review, 2014
We tested the facial-feature integration index, as defined in Gold, Mundy, and Tjan (2012).
Recommended citation: Shen, J., & Palmeri, T. J., (2014). The perception of a face can be greater than the sum of its parts. Psychonomic Bulletin & Review. 1-7. doi:10.3758/s13423-014-0726-y
https://www.ncbi.nlm.nih.gov/pubmed/25228169
Published in Frontiers in Psychology, 2014
We provide a brief perspective on approaches, considerations, and challenges to studying real-world perceptual expertise.
Recommended citation: Shen, J., Mack, M. L., & Palmeri, T. J., (2014). Studying real-world perceptual expertise. Frontiers in Psychology, 5, 857. doi:10.3389/fpsyg.2014.00857 https://www.frontiersin.org/articles/10.3389/fpsyg.2014.00857/full
Published in Vision Research, 2011
We examined the adaptation patterns in face gender discrimination.
Recommended citation: Yang, H., Shen, J., Chen, J., & Fang, F. (2011). Face adaptation improves gender discrimination. Vision Research, 51(1), 105-110. doi:10.1016/j.visres.2010.10.006
https://www.sciencedirect.com/science/article/pii/S0042698910004979