1. Introduction

2. Concepts and Formulations

3. Methods for Fairness-aware Recommender Systems

4. Datasets and Evaluation for Fair RSs

5. Industrial Applications of Fair RSs

6. Connections with other Trustworthy Dimensions

7. Future Directions

8. Conclusion