Online Topic-Aware Entity Resolution Over Incomplete Data Streams

Summary: Proposes TER-iDS: online, topic-aware ER over incomplete data streams; imputes missing attributes to link identical entities. Introduces online imputation, pruning, compact indexes/synopsis; efficient TER-iDS index-join algorithm; validated on real data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6129
Venue: SIGMOD
Year: 2021
Pagerank: 4.6081461e-05
Overall Rank: 8,005 | 44.32%
DOI: 10.1145/3448016.3457238

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
9,856	In-Database Data Imputation	2024	SIGMOD	4.269353e-05
11,223	Splitting Tuples of Mismatched Entities	2023	SIGMOD	4.1945683e-05
11,249	A Randomized Blocking Structure for Streaming Record Linkage	2023	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
319	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027781866
647	Progressive Approximate Aggregate Queries with a Multi-Resolution Tree Structure	2001	SIGMOD	0.00018668224
656	ERACER: A Database Approach for Statistical Inference and Data Cleaning	2010	SIGMOD	0.00018588729
754	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017117211
1,159	Towards Certain Fixes with Editing Rules and Master Data	2010	VLDB	0.00013592813
1,717	Approximate Join Processing Over Data Streams	2003	SIGMOD	0.00010793312
2,175	Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services	2017	SIGMOD	9.3644117e-05
2,452	Data Fusion – Resolving Data Conflicts for Integration	2009	VLDB	8.7839322e-05
2,460	Combining Quantitative and Logical Data Cleaning	2016	VLDB	8.7617484e-05
3,018	Approximate NN Queries on Streams with Guaranteed Error/performance Bounds	2004	VLDB	7.7002798e-05
3,133	Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing	2017	VLDB	7.4978041e-05
4,104	Online Entity Resolution Using an Oracle	2016	VLDB	6.4493809e-05
5,002	Sequential Data Cleaning: A Statistical Approach	2016	SIGMOD	5.7671075e-05
5,081	Reducing Uncertainty of Schema Matching via Crowdsourcing	2013	VLDB	5.7132042e-05
5,253	Enriching Data Imputation with Extensive Similarity Neighbors	2015	VLDB	5.6014916e-05
5,852	Repairing Vertex Labels under Neighborhood Constraints	2014	VLDB	5.3007132e-05
6,583	SCREEN: Stream Data Cleaning under Speed Constraints	2015	SIGMOD	5.0027988e-05
7,345	Linking Temporal Records for Profiling Entities	2015	SIGMOD	4.756212e-05
8,944	A Probabilistic Model for Linking Named Entities in Web Text with Heterogeneous Information Networks	2014	SIGMOD	4.4258255e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,798	Exploiting Context Analysis for Combining Multiple Entity Resolution Systems	2009	SIGMOD	5.3231654e-05
5,362	Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach	2016	SIGMOD	5.5473503e-05
9,855	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD	4.269353e-05
12,416	Incompleteness in Information Integration	2008	VLDB	4.1945683e-05
319	Evaluation of entity resolution approaches on real-world match problems	2010	VLDB	0.00027781866
8,585	Robust Entity Resolution using Random Graphs	2018	SIGMOD	4.4905755e-05
3,140	ZeroER: Entity Resolution using Zero Labeled Examples	2020	SIGMOD	7.4841763e-05
2,514	Comparative Analysis of Approximate Blocking Techniques for Entity Resolution	2016	VLDB	8.6139012e-05
1,410	Entity Resolution with Iterative Blocking	2009	SIGMOD	0.00012127555
11,223	Splitting Tuples of Mismatched Entities	2023	SIGMOD	4.1945683e-05