Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications
Summary: Tutorial on knowledge curation and fusion, addressing challenges of multi-source, multilingual knowledge repositories. Surveys entity linkage, relation extraction, and knowledge fusion from KM/NLP/ML, highlighting error detection/repair and bridging DB research with related communities. (summarized by gpt-5-nano on Feb 09 2026)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 62 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.0006429466 |
| 398 | Big Data Integration | 2013 | VLDB | 0.00024372588 |
| 814 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00016370594 |
| 2,420 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.8530994e-05 |
| 2,452 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 8.7839322e-05 |
| 2,847 | Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches | 2013 | SIGMOD | 8.0224023e-05 |
| 3,105 | Data X-Ray: A Diagnostic Tool for Data Errors | 2015 | SIGMOD | 7.5568954e-05 |
| 3,495 | Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources | 2015 | VLDB | 7.0400666e-05 |
| 7,508 | Knowledge Bases in the Age of Big Data Analytics | 2014 | VLDB | 4.7180617e-05 |
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