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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Authors
- 1. Xin Luna Dong (Google)
- 2. Divesh Srivastava (AT&T)
BibTeX Citation
@inproceedings{dong_sigmod15,
title = {{Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications}},
author = {Dong, Xin Luna and Srivastava, Divesh},
series = {{SIGMOD} '15},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2723372.2731083},
url = {https://dl.acm.org/doi/10.1145/2723372.2731083},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 65 | Freebase: A Collaboratively Created Graph Database For Structuring Human Knowledge | 2008 | SIGMOD | 0.00038697603 |
| 427 | Big Data Integration | 2013 | VLDB | 0.00018661543 |
| 626 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00015656958 |
| 1,783 | Data Fusion – Resolving Data Conflicts for Integration | 2009 | VLDB | 9.772895e-05 |
| 2,351 | From Data Fusion to Knowledge Fusion | 2014 | VLDB | 8.7099618e-05 |
| 2,647 | Building, Maintaining, and Using Knowledge Bases: A Report from the Trenches | 2013 | SIGMOD | 8.2959636e-05 |
| 2,759 | Data X-Ray: A Diagnostic Tool for Data Errors | 2015 | SIGMOD | 8.1577506e-05 |
| 3,495 | Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources | 2015 | VLDB | 7.3636386e-05 |
| 7,929 | Knowledge Bases in the Age of Big Data Analytics | 2014 | VLDB | 5.5181056e-05 |
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