1 INTRODUCTION

2 THE OVERVIEW OF COGNITIVE DIAGNOSIS MODELS

3 PSYCHOMETRICS-BASED COGNITIVE DIAGNOSIS MODELS

4 MACHINE LEARNING-BASED COGNITIVE DIAGNOSIS MODELS

5 PARAMETER ESTIMATION

6 MODEL EVALUATION

7 APPLICATIONS

8 DATASETS AND CDM TOOLS

9 DISCUSSION OF FUTURE RESEARCH DIRECTIONS

10 CONCLUSION