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DataXFormer: Leveraging the Web for Semantic Transformations

Summary: DataXFormer leverages Web tables and dynamically-wrapped Web forms to automatically discover explicit value-mapping reference datasets for semantic data transformations. Combines an inductive filter–refine search over web tables with dynamic form retrieval, covering >80% of real-world transformation queries. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
haafd388aa1bf23c9
Venue
CIDR
Year
2015
Pagerank
5.8736177e-05
Overall Rank
6,138 | 58.74%
DOI
-

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{abedjan_cidr15,
        address = {Amsterdam, Netherlands},
        series = {{CIDR} '15},
        title = {{DataXFormer: Leveraging the Web for Semantic Transformations}},
        booktitle = {Proceedings of the {Conference} on {Innovative} {Data} {Systems} {Research}},
        author = {Abedjan, Ziawasch and Morcos, John and Gubanov, Michael and Ilyas, Ihab F. and Stonebraker, Michael and Papotti, Paolo and Ouzzani, Mourad},
        year = {2015}
}

Incoming Citations (Sorted by Pagerank)

Showing 5 of 5 citing papers.

Rank Citing Paper Year Venue Pagerank
1,094 BlinkFill: Semi-supervised Programming By Example for Syntactic String Transformations 2016 VLDB 0.0001205355
4,585 DataXFormer: An Interactive Data Transformation Tool 2015 SIGMOD 6.5179286e-05
5,276 MATE: Multi-Attribute Table Extraction 2022 VLDB 6.2002884e-05
8,144 Synthesizing Mapping Relationships Using Table Corpus 2017 SIGMOD 5.3910618e-05
10,891 Matryoshka: Uncovering Relevant Features in Data Lakes to Enhance Machine Learning Applications 2026 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank Cited Paper Year Venue Pagerank
38 DISCOVER: Keyword Search in Relational Databases 2002 VLDB 0.00047394041
179 The Vertica Analytic Database: C-Store 7 Years Later 2012 VLDB 0.00026611886
290 ObjectRank: Authority-Based Keyword Search in Databases 2004 VLDB 0.00021955068
367 InfoGather: Entity Augmentation and Attribute Discovery By Holistic Matching with Web Tables 2012 SIGMOD 0.00019884846
484 Data Integration for the Relational Web 2009 VLDB 0.00017548541
514 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017006745
717 Finding Related Tables 2012 SIGMOD 0.00014532116
1,582 Google’s Deep-Web Crawl 2008 VLDB 0.00010173382
1,882 BANKS: Browsing and Keyword Searching in Relational Databases 2002 VLDB 9.4403196e-05
2,255 Extraction and Integration of Partially Overlapping Web Sources 2013 VLDB 8.7442418e-05
3,395 Automatic Wrappers for Large Scale Web Extraction 2011 VLDB 7.3436783e-05
3,568 Context-Aware Wrapping: Synchronized Data Extraction 2007 VLDB 7.200842e-05
3,728 Keyword Search over Relational Databases: A Metadata Approach 2011 SIGMOD 7.0696128e-05
6,774 Optimal Schemes for Robust Web Extraction 2011 VLDB 5.6855924e-05
Previous Page 1 / 1 Next

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