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Statistical Schema Matching across Web Query Interfaces
Summary: Statistical schema matching (MGS) discovers a hidden generative schema to align many input schemas holistically, beyond pairwise matches. MGS_sd specializes in synonym discovery; tested on hundreds of Web sources across four domains, showing robust accuracy amid deep-Web vocabulary convergence.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 3435
- Venue
- SIGMOD
- Year
- 2003
- Pagerank
- 0.00015476061
- Overall Rank
- 899 | 93.76%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 29 of 29 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 420 |
InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables |
2012 |
SIGMOD |
0.00023700634 |
| 671 |
An Interactive Clustering-based Approach to Integrating Source Query Interfaces on the Deep Web |
2004 |
SIGMOD |
0.00018370384 |
| 889 |
Data Integration: The Teenage Years |
2006 |
VLDB |
0.00015548507 |
| 1,179 |
Table Union Search on Open Data |
2018 |
VLDB |
0.00013458551 |
| 1,527 |
Generic Schema Matching, Ten Years Later |
2011 |
VLDB |
0.00011494604 |
| 1,761 |
Tuning Schema Matching Software using Synthetic Scenarios |
2005 |
VLDB |
0.00010637364 |
| 1,862 |
Bootstrapping Pay-As-You-Go Data Integration Systems |
2008 |
SIGMOD |
0.00010292134 |
| 2,098 |
Knocking the Door to the Deep Web: Integrating Web Query Interfaces |
2004 |
SIGMOD |
9.5432874e-05 |
| 2,183 |
iMAP: Discovering Complex Semantic Matches between Database Schemas |
2004 |
SIGMOD |
9.3584357e-05 |
| 2,368 |
Understanding Web Query Interfaces: Best-Effort Parsing with Hidden Syntax |
2004 |
SIGMOD |
8.9496022e-05 |
| 2,428 |
Instance-based Schema Matching for Web Databases by Domain-specific Query Probing |
2004 |
VLDB |
8.8293516e-05 |
| 2,737 |
Open Data Integration |
2018 |
VLDB |
8.2053894e-05 |
| 3,721 |
Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web |
2005 |
CIDR |
6.8139343e-05 |
| 3,798 |
Stitching Web Tables for Improving Matching Quality |
2017 |
VLDB |
6.753528e-05 |
| 4,228 |
Harnessing the Deep Web: Present and Future |
2009 |
CIDR |
6.3354352e-05 |
| 5,176 |
Mapping Maintenance for Data Integration Systems |
2005 |
VLDB |
5.6389361e-05 |
| 6,714 |
Query Relaxation Using Malleable Schemas |
2007 |
SIGMOD |
4.9466377e-05 |
| 6,827 |
Light-weight Domain-based Form Assistant: Querying Web Databases On the Fly |
2005 |
VLDB |
4.9090767e-05 |
| 8,159 |
MetaQuerier: Querying Structured Web Sources On-the-fly |
2005 |
SIGMOD |
4.5701578e-05 |
| 8,455 |
WISE-Integrator: A System for Extracting and Integrating Complex Web Search Interfaces of the Deep Web |
2005 |
VLDB |
4.5018679e-05 |
| 8,497 |
Synthesizing Mapping Relationships Using Table Corpus |
2017 |
SIGMOD |
4.49328e-05 |
| 8,824 |
The Role of Schema Matching in Large Enterprises |
2009 |
CIDR |
4.4371579e-05 |
| 8,877 |
Learning to Extract Form Labels |
2008 |
VLDB |
4.4259652e-05 |
| 9,549 |
Optimal Algorithms for Crawling a Hidden Database in the Web |
2012 |
VLDB |
4.3216687e-05 |
| 9,550 |
Attribute Domain Discovery for Hidden Web Databases |
2011 |
SIGMOD |
4.3216687e-05 |
| 9,817 |
Structures, Semantics and Statistics |
2004 |
VLDB |
4.2736845e-05 |
| 9,943 |
Stop Word and Related Problems in Web Interface Integration |
2009 |
VLDB |
4.241573e-05 |
| 12,231 |
Schema Clustering and Retrieval for Multi-domain Pay-As-You-Go Data Integration Systems |
2010 |
SIGMOD |
4.1905499e-05 |
| 12,487 |
Randomized Algorithms for Data Reconciliation in Wide Area Aggregate Query Processing |
2007 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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