Linking Temporal Records
Summary: Time-aware record linkage via time decay to capture entity value evolution across long temporal spans. Instead of local pairwise comparisons, it applies time-ordered, global clustering to enforce temporal consistency and achieve significant gains over traditional linkage on temporal datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Pei Li (University of Milan)
- 2. Xin Luna Dong (AT&T)
- 3. Andrea Maurino (University of Milan)
- 4. Divesh Srivastava (AT&T)
BibTeX Citation
@article{li_vldb11,
title = {{Linking Temporal Records}},
author = {Li, Pei and Dong, Xin Luna and Maurino, Andrea and Srivastava, Divesh},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {11},
doi = {10.14778/3402707.3402733},
url = {https://doi.org/10.14778/3402707.3402733},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,598 | Temporal Rules Discovery for Web Data Cleaning | 2016 | VLDB | 6.6127851e-05 |
| 6,625 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD | 5.8203675e-05 |
| 7,265 | Linking Temporal Records for Profiling Entities | 2015 | SIGMOD | 5.6605087e-05 |
| 7,696 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB | 5.5660296e-05 |
| 8,956 | A Probabilistic Model for Linking Named Entities in Web Text with Heterogeneous Information Networks | 2014 | SIGMOD | 5.3455323e-05 |
| 11,388 | Matching Roles from Temporal Data | 2023 | SIGMOD | 5.093636e-05 |
| 11,434 | Learning and Deducing Temporal Orders | 2023 | VLDB | 5.093636e-05 |
| 12,091 | Modeling the Evolving World | 2015 | CIDR | 5.093636e-05 |
| 12,344 | CHRONOS: Facilitating History Discovery by Linking Temporal Records | 2012 | VLDB | 5.093636e-05 |
| 13,577 | StoryPivot: Comparing and Contrasting Story Evolution | 2015 | SIGMOD | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 254 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00023199211 |
| 306 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00021839661 |
| 871 | Framework for Evaluating Clustering Algorithms in Duplicate Detection | 2009 | VLDB | 0.00013496531 |
| 2,610 | Maintaining Time-Decaying Stream Aggregates | 2003 | PODS | 8.347507e-05 |
| 3,176 | Behavior Based Record Linkage | 2010 | VLDB | 7.6655235e-05 |
| 3,815 | Longitudinal Analytics on Web Archive Data: It's About Time! | 2011 | CIDR | 7.1003162e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,335 | A Time Machine for Information: Looking Back to Look Forward | 2015 | VLDB |
| 2 | 254 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD |
| 3 | 13,162 | Temporal Relationships in Databases | 1988 | VLDB |
| 4 | 3,176 | Behavior Based Record Linkage | 2010 | VLDB |
| 5 | 6,723 | Record Linkage with Uniqueness Constraints and Erroneous Values | 2010 | VLDB |
| 6 | 12,344 | CHRONOS: Facilitating History Discovery by Linking Temporal Records | 2012 | VLDB |
| 7 | 3,916 | Incremental Record Linkage | 2014 | VLDB |
| 8 | 6,625 | Modeling Entity Evolution for Temporal Record Matching | 2014 | SIGMOD |
| 9 | 7,696 | Tracking Entities in the Dynamic World: A Fast Algorithm for Matching Temporal Records | 2014 | VLDB |
| 10 | 7,265 | Linking Temporal Records for Profiling Entities | 2015 | SIGMOD |