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Modeling Entity Evolution for Temporal Record Matching

Summary: Temporal record matching with a detailed entity-evolution model for attributes over time. It models the probability that an attribute value reappears and uses sets of records, not just pairs, to boost robustness and accuracy with minimal overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4827
Venue
SIGMOD
Year
2014
Pagerank
5.8203675e-05
Overall Rank
6,625 | 54.55%
DOI
10.1145/2588555.2588560

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{chiang_sigmod14,
        title = {{Modeling Entity Evolution for Temporal Record Matching}},
        author = {Chiang, Yueh-Hsuan and Doan, AnHai and Naughton, Jeffrey F.},
        series = {{SIGMOD} '14},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2588555.2588560},
        url = {https://dl.acm.org/doi/10.1145/2588555.2588560},
        year = {2014}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank Citing Paper Year Venue Pagerank
4,598 Temporal Rules Discovery for Web Data Cleaning 2016 VLDB 6.6127851e-05
7,265 Linking Temporal Records for Profiling Entities 2015 SIGMOD 5.6605087e-05
11,388 Matching Roles from Temporal Data 2023 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 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
871 Framework for Evaluating Clustering Algorithms in Duplicate Detection 2009 VLDB 0.00013496531
2,829 Linking Temporal Records 2011 VLDB 8.0799603e-05
3,176 Behavior Based Record Linkage 2010 VLDB 7.6655235e-05
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