1. INTRODUCTION

2. METRICS FOR DISCOVERING COMMUNITY STRUCTURE

2.1. Metrics used for non-overlapping community detection

2.2. Metrics for overlapping community detection

2.3. Other metrics for community detection

3. METRICS FOR COMMUNITY EVALUATION

3.1. Ground-truth based validation metrics for non-overlapping community structure

3.2. Ground-truth based validation measures for overlapping community structure

4. EXPERIMENTS AND RESULTS

5. CONCLUSION