Selected Topics

Topics covered at the 1st Computational Behavior Sciences Workshop in China
  • History of Mathematical Psychology
  • Cognitive Model Selection
  • Cognitive Psychometrics
  • Knowledge Space Theory
  • Semantic Representation Analysis
  • Cognitive modeling
  • Cognitive psychometrics
  • Computational cognitive neuroscience
  • Mathematical and statistical modeling of cognitive and learning sciences
  • Computational and machine intelligence
  • Computational linguistics
  • Computational social science
Topics covered in 2015 (Corpus Linguistics and Text Data Mining: Modeling and Applications)
  • Topic Modeling
  • Essay Grading
  • Semantic Representation Analysis
  • Coh-Metrix and Applications
  • Application of Semantic Analysis¬†
  • Educational Data Mining
  • Mining Lexical Knowledge
Topics covered in 2016 (Bayesian Statistics in Cognitive Sciences and Big Data Analysis)
  • Bayesian Inferences
  • Hierarchical Bayesian Modeling
  • Bayesian Network in Educational Assessment
  • Computerized Adaptive Testing
  • Cognitive Assessment Models