A Randomized Blocking Structure for Streaming Record Linkage
Summary: ExpBlock: a randomized blocking structure for streaming record linkage that probabilistically retains frequently accessed and recently used blocks in memory while letting inactive/old blocks and records decay to prioritize fresh, promising candidates. Implements lightweight renewal via random choices (no costly sorting), enabling simple, efficient in-memory maintenance and empirically scalable, timely, accurate linkage on high-rate streams. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Dimitrios Karapiperis (International Hellenic University)
- 2. Christos Tjortjis (International Hellenic University)
- 3. Vassilios S. Verykios (Hellenic Open University)
BibTeX Citation
@article{karapiperis_vldb23,
title = {{A Randomized Blocking Structure for Streaming Record Linkage}},
author = {Karapiperis, Dimitrios and Tjortjis, Christos and Verykios, Vassilios S.},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {11},
pages = {2783--2791},
doi = {10.14778/3611479.3611487},
url = {https://doi.org/10.14778/3611479.3611487},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,603 | ALER: An Active Learning Hybrid System for Efficient Entity Resolution | 2026 | VLDB | 5.0723324e-05 |
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 |
|---|---|---|---|---|
| 3,531 | On-the-Fly Entity-Aware Query Processing in the Presence of Linkage | 2010 | VLDB | 7.3246455e-05 |
| 3,611 | Online Entity Resolution Using an Oracle | 2016 | VLDB | 7.2439411e-05 |
| 3,759 | Incremental Record Linkage | 2014 | VLDB | 7.1312091e-05 |
| 4,964 | Supervised Meta-blocking | 2014 | VLDB | 6.4077304e-05 |
| 5,976 | Query-Driven Approach to Entity Resolution | 2013 | VLDB | 6.0068496e-05 |
| 8,147 | Online Topic-Aware Entity Resolution Over Incomplete Data Streams | 2021 | SIGMOD | 5.4630659e-05 |
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