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Finding Related Tables

Summary: Framework capturing diverse relatedness among heterogeneous tables, including joinable and unionable candidates. Algorithms detect joinable/unionable related tables; scalable to over a million Wikipedia tables, enabling reuse and improved search. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
4607
Venue
SIGMOD
Year
2012
Pagerank
0.00016298739
Overall Rank
814 | 94.35%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 33 of 33 citing papers.

Rank Citing Paper Year Venue Pagerank
514 TURL: Table Understanding through Representation Learning 2021 VLDB 0.00021280726
936 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015197838
1,179 Table Union Search on Open Data 2018 VLDB 0.00013458551
1,185 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00013432692
2,111 Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets 2016 SIGMOD 9.5276068e-05
2,495 Support the Data Enthusiast: Challenges for Next-Generation Data-Analysis Systems 2014 VLDB 8.644229e-05
2,638 Schema Extraction for Tabular Data on the Web 2013 VLDB 8.3995765e-05
2,737 Open Data Integration 2018 VLDB 8.2053894e-05
2,842 Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning 2023 VLDB 8.0366354e-05
3,001 SANTOS: Relationship-based Semantic Table Union Search 2023 SIGMOD 7.739698e-05
3,163 Ten Years of WebTables 2018 VLDB 7.4611268e-05
3,232 InfoGather+: Semantic Matching and Annotation of Numeric and Time-Varying Attributes in Web Tables 2013 SIGMOD 7.3324293e-05
3,360 Organizing Data Lakes for Navigation 2020 SIGMOD 7.1719486e-05
3,693 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 6.8326441e-05
3,798 Stitching Web Tables for Improving Matching Quality 2017 VLDB 6.753528e-05
4,860 Integrating Data Lake Tables 2023 VLDB 5.867964e-05
5,180 SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints 2017 VLDB 5.6377866e-05
5,706 Putting Things into Context: Rich Explanations for Query Answers using Join Graphs 2021 SIGMOD 5.3633001e-05
5,793 Interactive Navigation of Open Data Linkages 2017 VLDB 5.3240605e-05
5,938 DataXFormer: Leveraging the Web for Semantic Transformations 2015 CIDR 5.2605665e-05
6,268 MATE: Multi-Attribute Table Extraction 2022 VLDB 5.1288179e-05
7,746 Crossing the finish line faster when paddling the Data Lake with KAYAK 2017 VLDB 4.6573882e-05
7,919 DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web 2015 VLDB 4.6123189e-05
8,121 LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes 2024 VLDB 4.5771143e-05
8,674 Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment 2019 SIGMOD 4.4659264e-05
8,681 NLC: Search Correlated Window Pairs on Long Time Series 2022 VLDB 4.4633063e-05
8,849 SourceSight: Enabling Effective Source Selection 2016 SIGMOD 4.4326582e-05
9,991 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 2026 CIDR 4.1905499e-05
10,519 Table Overlap Estimation through Graph Embeddings 2025 SIGMOD 4.1905499e-05
10,693 LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes 2025 VLDB 4.1905499e-05
10,840 Data Discovery in Data Lakes: Operations, Indexes, Systems 2025 VLDB 4.1905499e-05
10,954 Determining the Largest Overlap between Tables 2024 SIGMOD 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 12 of 12 cited papers.

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

Rank Cited Paper Year Venue Pagerank
67 The Merge/Purge Problem for Large Databases 1995 SIGMOD 0.00061419648
108 WebTables: Exploring the Power of Tables on the Web 2008 VLDB 0.00048345996
365 Annotating and Searching Web Tables Using Entities, Types and Relationships 2010 VLDB 0.00025616694
442 Efficient Parallel Set-Similarity Joins Using MapReduce 2010 SIGMOD 0.00023095823
519 Data Integration for the Relational Web 2009 VLDB 0.00021148006
878 Google Fusion Tables: Web-Centered Data Management and Collaboration 2010 SIGMOD 0.000156503
1,005 Recovering Semantics of Tables on the Web 2011 VLDB 0.00014694038
1,041 Adaptive Ordering of Pipelined Stream Filters 2004 SIGMOD 0.00014470785
1,316 Harvesting Relational Tables from Lists on the Web 2009 VLDB 0.00012616422
1,585 Answering Table Augmentation Queries from Unstructured Lists on the Web 2009 VLDB 0.00011245609
2,103 Query Optimization over Web Services 2006 VLDB 9.535409e-05
4,267 Flow Algorithms for Two Pipelined Filter Ordering Problems 2006 PODS 6.2995545e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
8,497 Synthesizing Mapping Relationships Using Table Corpus 2017 SIGMOD 4.49328e-05
1,316 Harvesting Relational Tables from Lists on the Web 2009 VLDB 0.00012616422
1,506 Summarizing Relational Databases 2009 VLDB 0.0001159691
3,827 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 6.7195959e-05
1,370 Answering Table Queries on the Web using Column Keywords 2012 VLDB 0.00012339543
5,805 Discovering Related Data At Scale 2021 VLDB 5.3197639e-05
1,005 Recovering Semantics of Tables on the Web 2011 VLDB 0.00014694038
1,179 Table Union Search on Open Data 2018 VLDB 0.00013458551
108 WebTables: Exploring the Power of Tables on the Web 2008 VLDB 0.00048345996
365 Annotating and Searching Web Tables Using Entities, Types and Relationships 2010 VLDB 0.00025616694