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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
- 1736
- Venue
- PODS
- Year
- 2017
- Pagerank
- 9.2796408e-05
- Overall Rank
- 2,214 | 84.62%
- DOI
-
10.1145/3034786.3056124
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 11 of 11 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 1,914 |
Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks |
2020 |
SIGMOD |
0.00010111859 |
| 2,036 |
The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data |
2018 |
VLDB |
9.7066333e-05 |
| 2,294 |
Veritas: Shared Verifiable Databases and Tables in the Cloud |
2019 |
CIDR |
9.0859765e-05 |
| 2,348 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
8.9903659e-05 |
| 5,538 |
Data-Driven Domain Discovery for Structured Datasets |
2020 |
VLDB |
5.4520759e-05 |
| 6,263 |
Equitable Data Valuation Meets the Right to Be Forgotten in Model Markets |
2023 |
VLDB |
5.1300221e-05 |
| 7,634 |
ReStore - Neural Data Completion for Relational Databases |
2021 |
SIGMOD |
4.6866388e-05 |
| 7,797 |
ForBackBench: A Benchmark for Chasing vs. Query-Rewriting |
2022 |
VLDB |
4.6438053e-05 |
| 8,692 |
Effective Entity Augmentation By Querying External Data Sources |
2023 |
VLDB |
4.4617233e-05 |
| 9,030 |
Enabling Rich Queries Over Heterogeneous Data From Diverse Sources In HealthCare |
2020 |
CIDR |
4.4001679e-05 |
| 10,090 |
Integrating Vector Databases across Embedding Models |
2026 |
SIGMOD |
4.1905499e-05 |
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 |
| 47 |
Data Integration: A Theoretical Perspective |
2002 |
PODS |
0.00069691761 |
| 138 |
Query Transformation for PSJ-queries |
1987 |
VLDB |
0.00042322097 |
| 188 |
Applying Model Management to Classical Meta Data Problems |
2003 |
CIDR |
0.00035935715 |
| 394 |
Big Data Integration |
2013 |
VLDB |
0.0002447017 |
| 413 |
Computing Queries from Derived Relations |
1985 |
VLDB |
0.00023802724 |
| 488 |
Data Curation at Scale: The Data Tamer System |
2013 |
CIDR |
0.00022029993 |
| 578 |
The GMAP: A Versatile Tool for Physical Data Independence |
1994 |
VLDB |
0.00019825485 |
| 620 |
Schema Mappings, Data Exchange, and Metadata Management |
2005 |
PODS |
0.00018983367 |
| 705 |
Magellan: Toward Building Entity Matching Management Systems |
2016 |
VLDB |
0.00017779048 |
| 728 |
Optimizing Queries Using Materialized Views: A Practical, Scalable Solution |
2001 |
SIGMOD |
0.00017459654 |
| 807 |
Curated Databases |
2008 |
PODS |
0.00016415752 |
| 889 |
Data Integration: The Teenage Years |
2006 |
VLDB |
0.00015548507 |
| 1,274 |
The Data Civilizer System |
2017 |
CIDR |
0.00012869297 |
| 1,538 |
Google's Deep-Web Crawl |
2008 |
VLDB |
0.00011455291 |
| 1,885 |
The iBench Integration Metadata Generator |
2016 |
VLDB |
0.00010206139 |
| 2,641 |
STBenchmark: Towards a Benchmark for Mapping Systems |
2008 |
VLDB |
8.3968228e-05 |
| 3,293 |
Biperpedia: An Ontology for Search Applications |
2014 |
VLDB |
7.2598242e-05 |
| 4,485 |
OpenII: An Open Source Information Integration Toolkit |
2010 |
SIGMOD |
6.142053e-05 |
| 7,547 |
SOLOMON: Seeking the Truth Via Copying Detection |
2010 |
VLDB |
4.7093124e-05 |
| 8,137 |
Applying WebTables in Practice |
2015 |
CIDR |
4.5733935e-05 |
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