A First Tutorial on Dataspaces
Summary: Dataspaces provide data services without semantic integration, adopting a pay-as-you-go model. Tutorial unifies work into a coherent architecture and surveys motivations and progress, outlining challenges for preserving context amid incremental semantic enrichment. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michael Franklin
- 2. Alon Halevy
- 3. David Maier
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,208 | Interactive Mapping Specification with Exemplar Tuples | 2017 | SIGMOD | 5.6296265e-05 |
| 5,652 | From Information to Knowledge: Harvesting Entities and Relationships from Web Sources | 2010 | PODS | 5.3903671e-05 |
| 8,696 | Effective Entity Augmentation By Querying External Data Sources | 2023 | VLDB | 4.4660032e-05 |
| 12,036 | A Query Answering System for Data with Evolution Relationships | 2013 | SIGMOD | 4.1945683e-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 |
|---|---|---|---|---|
| 107 | WebTables: Exploring the Power of Tables on the Web | 2008 | VLDB | 0.00048377684 |
| 692 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00018083948 |
| 721 | Data Integration with Uncertainty | 2007 | VLDB | 0.00017570539 |
| 1,252 | Principles of Dataspace Systems | 2006 | PODS | 0.00013033186 |
| 1,537 | Google's Deep-Web Crawl | 2008 | VLDB | 0.00011465704 |
| 1,858 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010301124 |
| 2,333 | A Platform for Personal Information Management and Integration | 2005 | CIDR | 9.0169986e-05 |
| 2,771 | A Relational Approach to Incrementally Extracting and Querying Structure in Unstructured Data | 2007 | VLDB | 8.1421432e-05 |
| 4,508 | iTrails: Pay-as-you-go Information Integration in Dataspaces | 2007 | VLDB | 6.1298098e-05 |
| 5,893 | The Integrated Microbial Genomes (IMG) System: A Case Study in Biological Data Management | 2005 | VLDB | 5.2864279e-05 |
| 13,581 | Smoothing the ROI Curve for Scientific Data Management Applications | 2007 | CIDR | - |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,892 | Looking at Everything in Context | 2015 | CIDR | 4.1945683e-05 |
| 13,750 | The Semantic Web: Semantics for Data on the Web | 2003 | VLDB | - |
| 1,858 | Bootstrapping Pay-As-You-Go Data Integration Systems | 2008 | SIGMOD | 0.00010301124 |
| 14,193 | Multidatabase Applications: Semantic and System Issues | 1992 | VLDB | - |
| 12,114 | Database Techniques for Linked Data Management | 2012 | SIGMOD | 4.1945683e-05 |
| 692 | Pay-as-you-go User Feedback for Dataspace Systems | 2008 | SIGMOD | 0.00018083948 |
| 4,508 | iTrails: Pay-as-you-go Information Integration in Dataspaces | 2007 | VLDB | 6.1298098e-05 |
| 5,385 | Indexing Dataspaces | 2007 | SIGMOD | 5.5381684e-05 |
| 12,184 | Pay-As-You-Go Mapping Selection in Dataspaces | 2011 | SIGMOD | 4.1945683e-05 |
| 1,252 | Principles of Dataspace Systems | 2006 | PODS | 0.00013033186 |