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COLIBRI: Unsupervised Link Discovery Through Knowledge Base Repair
Published on 2014-07-301779 Views
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Presentation
COLIBRI Unsupervised Link Discovery Through Knowledge Base Repair00:00
Why Link Discovery?00:33
Why is it difficult?01:03
Solution02:28
Colibri overview03:29
Key Concepts05:16
Step 1: Unsupervised Link Discovery07:21
Step 2: Voting08:07
Step 3: Repair13:23
Benchmark Generation Approach14:13
Experimental Setup15:40
Experimental Results (synthetic dataset)16:11
Experimental Results (real-world dataset)17:03
Results on the Restaurants dataset17:32
Outline18:12
Conclusion and Future Work18:15
Thank you!19:04