From VLDB to VMLDB (Very MANY Large Data Bases): Dealing with Large-Scale Semantic Heterogeneity
Summary: Recasts VLDB integration as VMLDB-scale context interchange: sources and consumers carry divergent assumptions about meaning and quality. Proposes mediation services for semantics acquisition, quality metadata, and evolving semantics/quality. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
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Authors
- 1. Stuart E. Madnick (Massachusetts Institute of Technology)
BibTeX Citation
@article{madnick_vldb95,
title = {{From VLDB to VMLDB (Very MANY Large Data Bases): Dealing with Large-Scale Semantic Heterogeneity}},
author = {Madnick, Stuart E.},
journal = {PVLDB},
series = {{VLDB} '95},
year = {1995}
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,067 | A Polygen Model for Heterogeneous Database Systems: The Source Tagging Perspective | 1990 | VLDB | 9.23317e-05 |
| 8,152 | A Metadata Approach to Resolving Semantic Conflicts | 1991 | VLDB | 5.4773351e-05 |
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