Information Theory For Data Management
Summary: Information theory as a unifying lens for data management amid data deluge. It frames representations, storage, and analytics as information gain/loss tradeoffs, balancing query accuracy against storage, bandwidth, and compute costs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
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Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,214 | Truth Finding on the Deep Web: Is the Problem Solved? | 2013 | VLDB | 0.00013246179 |
| 11,993 | Online Ordering of Overlapping Data Sources | 2014 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 148 | On the Design and Quantification of Privacy Preserving Data Mining Algorithms | 2001 | PODS | 0.00041196325 |
| 177 | Limiting Privacy Breaches in Privacy Preserving Data Mining | 2003 | PODS | 0.00037858416 |
| 915 | On Schema Matching with Opaque Column Names and Data Values | 2003 | SIGMOD | 0.00015362622 |
| 1,912 | Information-Theoretic Tools for Mining Database Structure from Large Data Sets | 2004 | SIGMOD | 0.00010116822 |
| 3,245 | Information Dependencies | 2000 | PODS | 7.324637e-05 |
| 3,422 | An Information-Theoretic Approach to Normal Forms for Relational and XML Data | 2003 | PODS | 7.1085318e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,082 | A Formal Analysis of Information Disclosure in Data Exchange | 2004 | SIGMOD | 0.00014196516 |
| 1,912 | Information-Theoretic Tools for Mining Database Structure from Large Data Sets | 2004 | SIGMOD | 0.00010116822 |
| 13,386 | The Power Behind the Throne: Information Integration in the Age of Data-Driven Discovery | 2015 | SIGMOD | - |
| 10,899 | Towards an Objective Metric for Data Value Through Relevance | 2024 | CIDR | 4.1905499e-05 |
| 14,249 | Data Management Of Telecommunication Networks | 1988 | SIGMOD | - |
| 554 | An Information-Theoretic Study on Aggregate Responses | 1988 | VLDB | 0.00020238415 |
| 13,496 | Theory of Data Stream Computing: Where to Go | 2011 | PODS | - |
| 5,792 | Information Complexity: a Tutorial | 2010 | PODS | 5.3241505e-05 |
| 14,317 | Information Theoretic Aspects Of Data Bases | 1983 | PODS | - |
| 8,046 | Information Theory for Data Management | 2010 | SIGMOD | 4.5949091e-05 |