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Effective Entity Augmentation By Querying External Data Sources

Summary: Progressive, feedback-driven method that learns per-entity keyword-query strategies to extract relevant attributes from external sources exposed via keyword-search only. Iteratively refines queries to handle heterogeneous representations and sparse relevant tuples, minimizing manual effort while rapidly delivering accurate augmentations. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13175
Venue
VLDB
Year
2023
Pagerank
4.4617233e-05
Overall Rank
8,692 | 39.60%
DOI
10.14778/3611479.3611535

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
9,373 Falcon: Fair Active Learning using Multi-armed Bandits 2024 VLDB 4.3460825e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
278 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029322862
394 Big Data Integration 2013 VLDB 0.0002447017
420 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00023700634
1,146 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.0001367088
1,185 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00013432692
1,274 The Data Civilizer System 2017 CIDR 0.00012869297
1,538 Google's Deep-Web Crawl 2008 VLDB 0.00011455291
2,214 Data Integration: After the Teenage Years 2017 PODS 9.2796408e-05
3,754 Data Acquisition for Improving Machine Learning Models 2021 VLDB 6.7830341e-05
3,827 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 6.7195959e-05
3,987 A First Tutorial on Dataspaces 2008 VLDB 6.5563129e-05
4,419 Interactive Join Query Inference with JIM 2014 VLDB 6.1948404e-05
5,031 Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration 2013 VLDB 5.7433161e-05
8,674 Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment 2019 SIGMOD 4.4659264e-05
9,437 Aggregate Estimation Over Dynamic Hidden Web Databases 2014 VLDB 4.3390134e-05
9,438 Exploration of Deep Web Repositories 2011 VLDB 4.3390134e-05
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1,736 Entity Search Engine: Towards Agile Best-Effort Information Integration over the Web 2007 CIDR 0.00010713408
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