Back to papers
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
- 10967
- Venue
- VLDB
- Year
- 2014
- Pagerank
- 8.8452901e-05
- Overall Rank
- 2,422 | 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 |
| 668 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00018428925 |
| 1,544 |
KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing |
2015 |
SIGMOD |
0.00011438274 |
| 2,728 |
Keys for Graphs |
2015 |
VLDB |
8.2228869e-05 |
| 3,107 |
Data X-Ray: A Diagnostic Tool for Data Errors |
2015 |
SIGMOD |
7.5549177e-05 |
| 3,502 |
Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources |
2015 |
VLDB |
7.0333e-05 |
| 3,900 |
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability |
2017 |
SIGMOD |
6.649432e-05 |
| 4,105 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.4409563e-05 |
| 4,596 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
SIGMOD |
6.0540725e-05 |
| 4,911 |
Temporal Rules Discovery for Web Data Cleaning |
2016 |
VLDB |
5.8349225e-05 |
| 6,407 |
CERES: Distantly Supervised Relation Extraction from the Semi-Structured Web |
2018 |
VLDB |
5.0691335e-05 |
| 6,555 |
Knowledge Verification for Long-Tail Verticals |
2017 |
VLDB |
5.0076317e-05 |
| 6,948 |
DataPrism: Exposing Disconnect between Data and Systems |
2022 |
SIGMOD |
4.8865863e-05 |
| 7,241 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
VLDB |
4.7867685e-05 |
| 7,950 |
RuDiK: Rule Discovery in Knowledge Bases |
2018 |
VLDB |
4.6089395e-05 |
| 8,405 |
Ontology-based Entity Matching in Attributed Graphs |
2019 |
VLDB |
4.516252e-05 |
| 8,747 |
Generations of Knowledge Graphs: The Crazy Ideas and the Business Impact |
2023 |
VLDB |
4.4520434e-05 |
| 11,524 |
Wikinegata: a Knowledge Base with Interesting Negative Statements |
2021 |
VLDB |
4.1905499e-05 |
| 11,914 |
Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications |
2015 |
SIGMOD |
4.1905499e-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.
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 2,453 |
Data Fusion – Resolving Data Conflicts for Integration |
2009 |
VLDB |
8.7815427e-05 |
| 6,793 |
Automatically Incorporating New Sources in Keyword Search-Based Data Integration |
2010 |
SIGMOD |
4.9201319e-05 |
| 5,031 |
Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration |
2013 |
VLDB |
5.7433161e-05 |
| 5,040 |
KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking |
2020 |
VLDB |
5.7361009e-05 |
| 372 |
A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration |
2012 |
VLDB |
0.00025371138 |
| 3,084 |
Knowledge Expansion over Probabilistic Knowledge Bases |
2014 |
SIGMOD |
7.5967738e-05 |
| 2,682 |
Online Data Fusion |
2011 |
VLDB |
8.3166884e-05 |
| 906 |
Fusing Data with Correlations |
2014 |
SIGMOD |
0.00015420344 |
| 11,009 |
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data |
2024 |
VLDB |
4.1905499e-05 |
| 11,914 |
Knowledge Curation and Knowledge Fusion: Challenges, Models, and Applications |
2015 |
SIGMOD |
4.1905499e-05 |