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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
ha250bfea717eb4a4
Venue
PODS
Year
2017
Pagerank
8.8826744e-05
Overall Rank
2,192 | 85.27%
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
24 Data Integration: A Theoretical Perspective 2002 PODS 0.00055018384
167 Query Transformation for PSJ-queries 1987 VLDB 0.00027190577
191 Applying Model Management to Classical Meta Data Problems 2003 CIDR 0.00025757196
428 Big Data Integration 2013 VLDB 0.00018457189
514 Data Curation at Scale: The Data Tamer System 2013 CIDR 0.00016999652
517 Schema Mappings, Data Exchange, and Metadata Management 2005 PODS 0.0001694094
530 Magellan: Toward Building Entity Matching Management Systems 2016 VLDB 0.00016847532
551 Computing Queries from Derived Relations 1985 VLDB 0.000165456
553 Optimizing Queries Using Materialized Views: A Practical, Scalable Solution 2001 SIGMOD 0.00016518678
577 The GMAP: A Versatile Tool for Physical Data Independence 1994 VLDB 0.00016111779
824 Data Integration: The Teenage Years 2006 VLDB 0.00013641217
972 The Data Civilizer System 2017 CIDR 0.00012757732
1,077 Curated Databases 2008 PODS 0.00012153352
1,582 Google’s Deep-Web Crawl 2008 VLDB 0.00010168682
1,683 The iBench Integration Metadata Generator 2016 VLDB 9.8804382e-05
2,314 STBenchmark: Towards a Benchmark for Mapping Systems 2008 VLDB 8.6565144e-05
3,278 Biperpedia: An Ontology for Search Applications 2014 VLDB 7.4636041e-05
4,239 OpenII: An Open Source Information Integration Toolkit 2010 SIGMOD 6.7065847e-05
7,850 SOLOMON: Seeking the Truth Via Copying Detection 2010 VLDB 5.4393882e-05
8,291 Applying WebTables in Practice 2015 CIDR 5.3598726e-05
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