Discovering Linkage Points over Web Data
Summary: Instance-based linkage discovery over Web data identifies linkage points across sources, bypassing fixed-schema alignment. A library of lexical analyzers, similarity measures, and search strategies enables efficient cross-source linkage discovery. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Oktie Hassanzadeh
- 2. Ken Q. Pu
- 3. Soheil Hassas Yeganeh
- 4. Renee J. Miller
- 5. Lucian Popa
- 6. Mauricio A. Hernandez
- 7. Howard Ho
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,179 | Table Union Search on Open Data | 2018 | VLDB | 0.00013458551 |
| 2,737 | Open Data Integration | 2018 | VLDB | 8.2053894e-05 |
| 3,352 | Schema Management for Document Stores | 2015 | VLDB | 7.1838008e-05 |
| 3,738 | Auto-Join: Joining Tables by Leveraging Transformations | 2017 | VLDB | 6.8006812e-05 |
| 4,849 | SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora | 2015 | VLDB | 5.872093e-05 |
| 5,668 | HYDRA: Large-scale Social Identity Linkage via Heterogeneous Behavior Modeling | 2014 | SIGMOD | 5.3814781e-05 |
| 5,793 | Interactive Navigation of Open Data Linkages | 2017 | VLDB | 5.3240605e-05 |
| 7,784 | Authenticated Online Data Integration Services | 2015 | SIGMOD | 4.6472451e-05 |
| 9,405 | TabulaX: Leveraging Large Language Models for Multi-Class Table Transformations | 2025 | VLDB | 4.3399748e-05 |
| 10,549 | Discovering Approximate Inclusion Dependencies | 2025 | VLDB | 4.1905499e-05 |
| 11,903 | Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration | 2015 | CIDR | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 47 | Data Integration: A Theoretical Perspective | 2002 | PODS | 0.00069691761 |
| 915 | On Schema Matching with Opaque Column Names and Data Values | 2003 | SIGMOD | 0.00015362622 |
| 1,661 | On Multi-Column Foreign Key Discovery | 2010 | VLDB | 0.00010967185 |
| 2,183 | iMAP: Discovering Complex Semantic Matches between Database Schemas | 2004 | SIGMOD | 9.3584357e-05 |
| 3,329 | Multi-column Substring Matching for Database Schema Translation | 2006 | VLDB | 7.2120421e-05 |
| 3,749 | Learning Expressive Linkage Rules using Genetic Programming | 2012 | VLDB | 6.7868937e-05 |
| 12,329 | Linkage Query Writer | 2009 | VLDB | 4.1905499e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,338 | Entity Matching: How Similar Is Similar | 2011 | VLDB | 0.00012501156 |
| 321 | Record Linkage: Similarity Measures and Algorithms | 2006 | SIGMOD | 0.00027524716 |
| 671 | An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web | 2004 | SIGMOD | 0.00018370384 |
| 4,333 | LinkClus: Efficient Clustering via Heterogeneous Semantic Links | 2006 | VLDB | 6.273124e-05 |
| 3,626 | On-the-Fly Entity-Aware Query Processing in the Presence of Linkage | 2010 | VLDB | 6.9003552e-05 |
| 4,380 | Incremental Record Linkage | 2014 | VLDB | 6.2325868e-05 |
| 11,712 | Big Data Linkage for Product Specification Pages | 2018 | SIGMOD | 4.1905499e-05 |
| 6,793 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD | 4.9201319e-05 |
| 8,546 | LinkDB: A Probabilistic Linkage Database System | 2011 | SIGMOD | 4.4893996e-05 |
| 899 | Statistical Schema Matching across Web Query Interfaces | 2003 | SIGMOD | 0.00015476061 |