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Data Integration: After the Teenage Years

Summary: Surveys DI's evolution from view-based rewriting to AI-enabled extraction, uncertainty handling, and learning across structured and unstructured sources. Advocates two priorities: mature open-source integration tooling (BigGorilla) and practical, systematic methods to fuse structured and unstructured data. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1735
Venue
PODS
Year
2017
Pagerank
9.0436759e-05
Overall Rank
2,169 | 85.13%
DOI
10.1145/3034786.3056124

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{golshan_pods17,
        address = {New York, NY, USA},
        series = {{PODS} '17},
        title = {{Data Integration: After the Teenage Years}},
        url = {https://dl.acm.org/doi/10.1145/3034786.3056124},
        doi = {10.1145/3034786.3056124},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Golshan, Behzad and Halevy, Alon and Mihaila, George and Tan, Wang-Chiew},
        year = {2017}
}

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
22 Data Integration: A Theoretical Perspective 2002 PODS 0.00056204792
166 Query Transformation for PSJ-queries 1987 VLDB 0.00027676268
183 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00026283359
427 Big Data Integration 2013 VLDB 0.00018661543
506 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001728171
516 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00017171198
529 Magellan: Toward Building Entity Matching Management Systems 2016 VLDB 0.00017096361
539 Computing Queries from Derived Relations 1985 VLDB 0.00016872223
559 Optimizing Queries Using Materialized Views: A Practical, Scalable Solution 2001 SIGMOD 0.00016528822
570 The GMAP: A Versatile Tool for Physical Data Independence 1994 VLDB 0.00016328445
917 Data Integration: The Teenage Years 2006 VLDB 0.00013224381
963 The Data Civilizer System 2017 CIDR 0.00012935145
1,060 Curated Databases 2008 PODS 0.00012371807
1,554 Google’s Deep-Web Crawl 2008 VLDB 0.00010372108
1,652 The iBench Integration Metadata Generator 2016 VLDB 0.00010109142
2,256 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.8578542e-05
3,211 Biperpedia: An Ontology for Search Applications 2014 VLDB 7.6330836e-05
4,164 OpenII: An Open Source Information Integration Toolkit 2010 SIGMOD 6.8600415e-05
7,699 SOLOMON: Seeking the Truth Via Copying Detection 2010 VLDB 5.5652613e-05
8,131 Applying WebTables in Practice 2015 CIDR 5.4816838e-05
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