ALIAS*: An Active Learning led Interactive Deduplication System
Summary: Active-learning guides interactive deduplication, needing only a few domain-specific attribute similarities and a small set of labeled record pairs. A cluster-based execution model enables scalable application of the learned deduplication function to large datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sunita Sarawagi
- 2. Anuradha Bhamidipaty
- 3. Alok Kirpal
- 4. Chandra Mouli
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,690 | GDR: A System for Guided Data Repair | 2010 | SIGMOD | 6.8351349e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 942 | Framework for Evaluating Clustering Algorithms in Duplicate Detection | 2009 | VLDB | 0.00015143877 |
| 4,755 | Optimization for Active Learning-based Interactive Database Exploration | 2019 | VLDB | 5.9375171e-05 |
| 279 | Eliminating Fuzzy Duplicates in Data Warehouses | 2002 | VLDB | 0.00029141798 |
| 8,910 | Deep Active Alignment of Knowledge Graph Entities and Schemata | 2023 | SIGMOD | 4.4229886e-05 |
| 3,366 | Modeling and Querying Possible Repairs in Duplicate Detection | 2009 | VLDB | 7.1671634e-05 |
| 6,047 | MDedup: Duplicate Detection with Matching Dependencies | 2020 | VLDB | 5.2355891e-05 |
| 2,385 | Leveraging Aggregate Constraints For Deduplication | 2007 | SIGMOD | 8.9167648e-05 |
| 10,279 | ALER: An Active Learning Hybrid System for Efficient Entity Resolution | 2026 | VLDB | 4.1905499e-05 |
| 4,617 | Crowd-Based Deduplication: An Adaptive Approach | 2015 | SIGMOD | 6.0400801e-05 |
| 5,034 | Deep Indexed Active Learning for Matching Heterogeneous Entity Representations | 2022 | VLDB | 5.741974e-05 |