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Data Integration for the Relational Web

Summary: Octopus unifies search, extraction, cleaning, and integration for Web-sourced relational data. It provides best-effort operators (Search, Context, Extend) with automation and user feedback to discover and join heterogeneous sources during integration. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9913
Venue
VLDB
Year
2009
Pagerank
0.00021148006
Overall Rank
519 | 96.40%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 40 of 40 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
814 Finding Related Tables 2012 SIGMOD 0.00016298739
936 Data Lake Management: Challenges and Opportunities 2019 VLDB 0.00015197838
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
1,274 The Data Civilizer System 2017 CIDR 0.00012869297
1,370 Answering Table Queries on the Web using Column Keywords 2012 VLDB 0.00012339543
1,462 ARDA: Automatic Relational Data Augmentation for Machine Learning 2020 VLDB 0.00011866333
2,081 Sample-Driven Schema Mapping 2012 SIGMOD 9.58883e-05
2,607 Extraction and Integration of Partially Overlapping Web Sources 2013 VLDB 8.4615436e-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
3,745 TEGRA: Table Extraction by Global Record Alignment 2015 SIGMOD 6.7907837e-05
3,765 Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins 2022 VLDB 6.7760748e-05
3,798 Stitching Web Tables for Improving Matching Quality 2017 VLDB 6.753528e-05
3,968 Pytheas: Pattern-based Table Discovery in CSV Files 2020 VLDB 6.5777452e-05
3,982 How Large Language Models Will Disrupt Data Management 2023 VLDB 6.5595332e-05
4,168 Automatic Example Queries for Ad Hoc Databases 2011 SIGMOD 6.3822979e-05
4,849 SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora 2015 VLDB 5.872093e-05
4,860 Integrating Data Lake Tables 2023 VLDB 5.867964e-05
5,022 Towards Distribution-aware Query Answering in Data Markets 2022 VLDB 5.7479778e-05
5,056 A Demo of the Data Civilizer System 2017 SIGMOD 5.7225065e-05
5,662 From Information to Knowledge: Harvesting Entities and Relationships from Web Sources 2010 PODS 5.3854745e-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
7,045 Magneto: Combining Small and Large Language Models for Schema Matching 2025 VLDB 4.8474104e-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
8,725 OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs 2023 VLDB 4.453957e-05
10,954 Determining the Largest Overlap between Tables 2024 SIGMOD 4.1905499e-05
11,718 GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge 2018 SIGMOD 4.1905499e-05
11,728 Deeper: A Data Enrichment System Powered by Deep Web 2018 SIGMOD 4.1905499e-05
11,903 Finding Quality in Quantity: The Challenge of Discovering Valuable Sources for Integration 2015 CIDR 4.1905499e-05
12,209 AIDA: An Online Tool for Accurate Disambiguation of Named Entities in Text and Tables 2011 VLDB 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 cited papers.

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

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