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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
13174
Venue
VLDB
Year
2023
Pagerank
4.4660032e-05
Overall Rank
8,696 | 39.51%
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
9,365 Falcon: Fair Active Learning using Multi-armed Bandits 2024 VLDB 4.3502315e-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
276 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029336949
398 Big Data Integration 2013 VLDB 0.00024372588
420 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00023719065
1,147 Web-scale Data Integration: You can only afford to Pay As You Go 2007 CIDR 0.00013677658
1,187 JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes 2019 SIGMOD 0.00013443639
1,277 The Data Civilizer System 2017 CIDR 0.00012879695
1,537 Google's Deep-Web Crawl 2008 VLDB 0.00011465704
2,209 Data Integration: After the Teenage Years 2017 PODS 9.2868035e-05
3,750 Data Acquisition for Improving Machine Learning Models 2021 VLDB 6.7895763e-05
3,824 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 6.7260705e-05
3,985 A First Tutorial on Dataspaces 2008 VLDB 6.5626153e-05
4,422 Interactive Join Query Inference with JIM 2014 VLDB 6.2008389e-05
5,032 Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration 2013 VLDB 5.748807e-05
8,678 Progressive Deep Web Crawling Through Keyword Queries For Data Enrichment 2019 SIGMOD 4.4702119e-05
9,432 Aggregate Estimation Over Dynamic Hidden Web Databases 2014 VLDB 4.3431757e-05
9,433 Exploration of Deep Web Repositories 2011 VLDB 4.3431757e-05
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