1 INTRODUCTION

2 PRELIMINARIES

3 SURVEY METHODOLOGY

4 FAIRNESS TESTING WORKFLOW

5 FAIRNESS TESTING COMPONENTS

6 RESEARCH TRENDS AND DISTRIBUTIONS

7 DATASETS AND TOOLS

8 RESEARCH OPPORTUNITIES

9 DISCUSSION

10 CONCLUSION