A First Tutorial on Dataspaces
Summary: Tutorial on dataspaces: best-effort, pay-as-you-go data management that defers semantic integration while preserving source context. Surveys progressive schema matching/mapping, reconciliation, profiling, provenance, extraction, search, and uncertainty-aware, schema-less services. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michael Franklin (University of California Berkeley)
- 2. Alon Halevy (Google)
- 3. David Maier (Portland State University)
BibTeX Citation
@article{franklin_vldb08,
title = {{A First Tutorial on Dataspaces}},
author = {Franklin, Michael and Halevy, Alon and Maier, David},
journal = {PVLDB},
series = {{VLDB} '08},
volume = {1},
number = {2},
pages = {1516--1517},
doi = {10.14778/1454159.1454217},
url = {https://doi.org/10.14778/1454159.1454217},
year = {2008}
}Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,234 | Interactive Mapping Specification with Exemplar Tuples | 2017 | SIGMOD | 6.7034362e-05 |
| 6,091 | From Information to Knowledge: Harvesting Entities and Relationships from Web Sources | 2010 | PODS | 5.8724947e-05 |
| 8,994 | Effective Entity Augmentation By Querying External Data Sources | 2023 | VLDB | 5.2284279e-05 |
| 12,574 | A Query Answering System for Data with Evolution Relationships | 2013 | SIGMOD | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 88 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00035500667 |
| 718 | Data Integration with Uncertainty | 2007 | VLDB | 0.00014507333 |
| 890 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00013212032 |
| 1,120 | Principles of Dataspace Systems | 2006 | PODS | 0.00011920747 |
| 1,584 | Google’s Deep-Web Crawl | 2008 | VLDB | 0.00010136933 |
| 1,673 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 9.9018228e-05 |
| 2,291 | A Platform for Personal Information Management and Integration | 2005 | CIDR | 8.680498e-05 |
| 2,479 | A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data | 2007 | VLDB | 8.3884752e-05 |
| 5,152 | iTrails: Pay-as-you-go Information Integration in Dataspaces | 2007 | VLDB | 6.2375943e-05 |
| 7,218 | The Integrated Microbial Genomes (IMG) System: A Case Study in Biological Data Management | 2005 | VLDB | 5.5677668e-05 |
| 14,137 | Smoothing the ROI Curve for Scientific Data Management Applications | 2007 | CIDR | - |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 14,307 | The Semantic Web: Semantics for Data on the Web | 2003 | VLDB |
| 2 | 1,673 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD |
| 3 | 14,749 | Multidatabase Applications: Semantic and System Issues | 1992 | VLDB |
| 4 | 11,108 | Semantic Data Systems: From Data Management to Data Understanding | 2026 | VLDB |
| 5 | 12,651 | Database Techniques for Linked Data Management | 2012 | SIGMOD |
| 6 | 890 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD |
| 7 | 5,152 | iTrails: Pay-as-you-go Information Integration in Dataspaces | 2007 | VLDB |
| 8 | 5,247 | Indexing Dataspaces | 2007 | SIGMOD |
| 9 | 12,719 | Pay-As-You-Go Mapping Selection in Dataspaces | 2011 | SIGMOD |
| 10 | 1,120 | Principles of Dataspace Systems | 2006 | PODS |