Linking Temporal Records for Profiling Entities
Summary: Temporal record linkage for profiling evolving entities. A novel transition model of attribute values, together with source freshness, enables a source-aware temporal matcher that links records to the correct time period, yielding richer profiles. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Furong Li (National University of Singapore)
- 2. Mong Li Lee (National University of Singapore)
- 3. Wynne Hsu (National University of Singapore)
- 4. Wang-Chiew Tan (University of California Santa Cruz)
BibTeX Citation
@inproceedings{li_sigmod15,
title = {{Linking Temporal Records for Profiling Entities}},
author = {Li, Furong and Lee, Mong Li and Hsu, Wynne and Tan, Wang-Chiew},
series = {{SIGMOD} '15},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2723372.2737789},
url = {https://dl.acm.org/doi/10.1145/2723372.2737789},
year = {2015}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,652 | Temporal Rules Discovery for Web Data Cleaning | 2016 | VLDB | 6.4828106e-05 |
| 8,288 | Online Topic-Aware Entity Resolution Over Incomplete Data Streams | 2021 | SIGMOD | 5.3603804e-05 |
| 11,754 | Learning and Deducing Temporal Orders | 2023 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 244 | Evaluation of entity resolution approaches on real-world match problems | 2010 | VLDB | 0.00023307564 |
| 262 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00022811258 |
| 534 | On Active Learning of Record Matching Packages | 2010 | SIGMOD | 0.00016799 |
| 623 | Entity Resolution: Theory, Practice & Open Challenges | 2012 | VLDB | 0.00015477107 |
| 877 | Integrating Conflicting Data: The Role of Source Dependence | 2009 | VLDB | 0.0001330051 |
| 885 | Framework for Evaluating Clustering Algorithms in Duplicate Detection | 2009 | VLDB | 0.00013254509 |
| 1,385 | Truth Discovery and Copying Detection in a Dynamic World | 2009 | VLDB | 0.00010838626 |
| 2,895 | Linking Temporal Records | 2011 | VLDB | 7.8958597e-05 |
| 6,386 | Characterizing and Selecting Fresh Data Sources | 2014 | SIGMOD | 5.8038047e-05 |
| 6,756 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD | 5.6879377e-05 |
| 7,852 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 5.4385989e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 3,814 | Incremental Record Linkage | 2014 | VLDB |
| 2 | 10,184 | Progressive Entity Matching: A Design Space Exploration | 2025 | SIGMOD |
| 3 | 12,641 | CHRONOS: Facilitating History Discovery by Linking Temporal Records | 2012 | VLDB |
| 4 | 9,901 | Data Integration and Data Exchange: It’s Really About Time | 2013 | CIDR |
| 5 | 11,967 | Temporal Dependencies for Graphs | 2021 | SIGMOD |
| 6 | 6,853 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB |
| 7 | 9,524 | A Time Machine for Information: Looking Back to Look Forward | 2015 | VLDB |
| 8 | 7,852 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB |
| 9 | 6,756 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD |
| 10 | 2,895 | Linking Temporal Records | 2011 | VLDB |