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From Data Fusion to Knowledge Fusion
Summary: Adapts data-fusion to knowledge fusion for large KBs, aggregating 12 extractors over 1B pages into calibrated value distributions. Focuses on item indication, entity linking, and relation linking; implements MapReduce solutions and conducts calibration-driven evaluation on 1.6B RDF triples.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 10966
- Venue
- VLDB
- Year
- 2014
- Pagerank
- 8.8530994e-05
- Overall Rank
- 2,420 | 83.17%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 18 of 18 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 667 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00018440557 |
| 1,546 |
KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing |
2015 |
SIGMOD |
0.00011446851 |
| 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 |
| 3,694 |
Keys for Graphs |
2015 |
VLDB |
6.8345712e-05 |
| 3,897 |
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability |
2017 |
SIGMOD |
6.6554845e-05 |
| 4,106 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.4456184e-05 |
| 4,607 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
SIGMOD |
6.0538827e-05 |
| 4,904 |
Temporal Rules Discovery for Web Data Cleaning |
2016 |
VLDB |
5.8399195e-05 |
| 6,412 |
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web |
2018 |
VLDB |
5.0740036e-05 |
| 6,557 |
Knowledge Verification for Long-Tail Verticals |
2017 |
VLDB |
5.0124455e-05 |
| 6,944 |
DataPrism: Exposing Disconnect between Data and Systems |
2022 |
SIGMOD |
4.8912787e-05 |
| 7,243 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
VLDB |
4.7913666e-05 |
| 7,947 |
RuDiK: Rule Discovery in Knowledge Bases |
2018 |
VLDB |
4.613363e-05 |
| 8,409 |
Ontology-based Entity Matching in Attributed Graphs |
2019 |
VLDB |
4.5205877e-05 |
| 8,751 |
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact |
2023 |
VLDB |
4.456315e-05 |
| 11,520 |
Wikinegata: a Knowledge Base with Interesting Negative Statements |
2021 |
VLDB |
4.1945683e-05 |
| 11,906 |
Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications |
2015 |
SIGMOD |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 14 of 14 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 11,006 |
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VLDB |
4.1945683e-05 |
| 11,906 |
Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications |
2015 |
SIGMOD |
4.1945683e-05 |