Managing Structured Collections of Community Data
Summary: Defines "superimposed structure"—community-contributed, recombined metadata beyond base data and schema—and argues for new scalable abstractions to manage this triad. Characterizes four scalability challenges (inconsistency, non‑monotonicity, uncertainty, provenance), offers scalable solutions to two, and validates via a community e‑learning example. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,565 | Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff | 2015 | VLDB | 0.00011336478 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 889 | Data Integration: The Teenage Years | 2006 | VLDB | 0.00015548507 |
| 1,251 | Principles of Dataspace Systems | 2006 | PODS | 0.0001302453 |
| 1,612 | A Unified Approach to Ranking in Probabilistic Databases | 2009 | VLDB | 0.00011142757 |
| 1,926 | Reconciling while Tolerating Disagreement in Collaborative Data Sharing | 2006 | SIGMOD | 0.00010071441 |
| 2,839 | Intensional Associations Between Data and Metadata | 2007 | SIGMOD | 8.0423129e-05 |
| 4,104 | SocialScope: Enabling Information Discovery on Social Content Sites | 2009 | CIDR | 6.4428325e-05 |
| 5,837 | Believe It or Not: Adding Belief Annotations to Databases | 2009 | VLDB | 5.3078955e-05 |
| 8,705 | Data Conflict Resolution Using Trust Mappings | 2010 | SIGMOD | 4.4589067e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,716 | Building Structured Web Community Portals: A Top-Down, Compositional, and Incremental Approach | 2007 | VLDB | 0.00010772386 |
| 12,178 | Schema-As-You-Go: On Probabilistic Tagging and Querying of Wide Tables | 2011 | SIGMOD | 4.1905499e-05 |
| 4,114 | Architectures and Algorithms for Internet-Scale (p2p) Data Management | 2004 | VLDB | 6.4326063e-05 |
| 6,223 | Cloud-based RDF Data Management | 2014 | SIGMOD | 5.1439129e-05 |
| 12,294 | The Case for a Structured Approach to Managing Unstructured Data | 2009 | CIDR | 4.1905499e-05 |
| 12,826 | A Scalable Architecture for Autonomous Heterogeneous Database Interactions | 1995 | VLDB | 4.1905499e-05 |
| 12,431 | The Data Ring: Community Content Sharing | 2007 | CIDR | 4.1905499e-05 |
| 1,926 | Reconciling while Tolerating Disagreement in Collaborative Data Sharing | 2006 | SIGMOD | 0.00010071441 |
| 7,926 | Data Management for Social Networking | 2016 | PODS | 4.6107647e-05 |
| 12,428 | Community-Driven Data Grids | 2008 | VLDB | 4.1905499e-05 |