Big Data Integration

Presenter: Zou Yanyan

Challenges: 4 V

• Volume
• Velocity
• Variety
• Veracity

1. Schema Mapping
2. Record Linkage: blocking -> pairwise matching -> clustering
3. Data Fusion: voting -> source quality -> copy detection