ACM Reference Format:

Contents

1 INTRODUCTION

2 TRUSTWORTHY PERSPECTIVES & THEIR RELATIONSHIPS IN RECOMMENDATION

3 RECOMMENDER SYSTEM BASICS

4 EXPLAINABILITY

5 FAIRNESS

6 PRIVACY

7 ROBUSTNESS

8 CONTROLLABILITY

9 CONCLUSION, CHALLENGES AND OPPORTUNITIES