InsightNotes: Summary-Based Annotation Management in Relational Databases
Summary: InsightNotes provides a summary-based annotation management engine for relational DBs, building concise representations of large annotation corpora. A summary-aware query processor with creation, maintenance, and zoom-in optimizations delivers up to 100x speedups on real data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,696 | Approximate Summaries for Why and Why-not Provenance | 2020 | VLDB | 4.9581958e-05 |
| 11,908 | Even Metadata is Getting Big: Annotation Summarization using InsightNotes | 2015 | SIGMOD | 4.1945683e-05 |
| 11,922 | Proactive Annotation Management in Relational Databases | 2015 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 489 | Data Curation at Scale: The Data Tamer System | 2013 | CIDR | 0.00022030728 |
| 561 | An Annotation Management System for Relational Databases | 2004 | VLDB | 0.00020115419 |
| 655 | On Propagation of Deletions and Annotations Through Views | 2002 | PODS | 0.00018608845 |
| 662 | A Framework for Clustering Evolving Data Streams | 2003 | VLDB | 0.00018475968 |
| 1,824 | DBNotes: A Post-It System for Relational Databases based on Provenance | 2005 | SIGMOD | 0.00010405194 |
| 5,431 | Entity Extraction, Linking, Classification, and Tagging for Social Media: A Wikipedia-Based Approach | 2013 | VLDB | 5.5076946e-05 |
| 5,823 | Believe It or Not: Adding Belief Annotations to Databases | 2009 | VLDB | 5.3129967e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,796 | Summary Graphs for Relational Database Schemas | 2011 | VLDB | 0.00010524897 |
| 11,939 | Annotating Database Schemas to Help Enterprise Search | 2015 | VLDB | 4.1945683e-05 |
| 1,271 | Schema Summarization | 2006 | VLDB | 0.00012923966 |
| 6,792 | Automatically Incorporating New Sources in Keyword Search-Based Data Integration | 2010 | SIGMOD | 4.9249098e-05 |
| 12,085 | Aggregating Semantic Annotators | 2013 | VLDB | 4.1945683e-05 |
| 13,421 | Research-Insight: Providing Insight on Research by Publication Network Analysis | 2013 | SIGMOD | - |
| 1,510 | Summarizing Relational Databases | 2009 | VLDB | 0.00011606901 |
| 561 | An Annotation Management System for Relational Databases | 2004 | VLDB | 0.00020115419 |
| 11,922 | Proactive Annotation Management in Relational Databases | 2015 | SIGMOD | 4.1945683e-05 |
| 11,908 | Even Metadata is Getting Big: Annotation Summarization using InsightNotes | 2015 | SIGMOD | 4.1945683e-05 |