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Efficient Management of Transitive Relationships in Large Data and Knowledge Bases

Summary: Efficient access to transitive closure in large data and knowledge bases; advocates explicit, compressed, local storage with incremental propagation of base-relations updates. Proposes transitive-closure compression via labeling spanning trees with numeric intervals; offers analytic and empirical validation and a proof of optimality. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h5e7632a93f2a4a96
Venue
SIGMOD
Year
1989
Pagerank
0.00021927874
Overall Rank
294 | 98.03%
DOI
10.1145/67544.66950

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{agrawal_sigmod89,
        title = {{Efficient Management of Transitive Relationships in Large Data and Knowledge Bases}},
        author = {Agrawal, Rakesh and Borgida, Alexander and Jagadish, H. V.},
        series = {{SIGMOD} '89},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/67544.66950},
        url = {https://dl.acm.org/doi/10.1145/67544.66950},
        year = {1989}
}

Incoming Citations (Sorted by Pagerank)

Showing 32 of 32 citing papers.

Rank Citing Paper Year Venue Pagerank
274 3-HOP: A High-Compression Indexing Scheme for Reachability Query 2009 SIGMOD 0.00022490994
330 Fast and Practical Indexing and Querying of Very Large Graphs 2007 SIGMOD 0.00020838159
382 TEDI: Efficient Shortest Path Query Answering on Graphs 2010 SIGMOD 0.00019485934
453 Stack-based Algorithms for Pattern Matching on DAGs 2005 VLDB 0.00017972038
693 GRAIL: Scalable Reachability Index for Large Graphs 2010 VLDB 0.00014734389
774 Efficiently Answering Reachability Queries on Very Large Directed Graphs 2008 SIGMOD 0.00014083518
1,329 A Memory Efficient Reachability Data Structure Through Bit Vector Compression 2011 SIGMOD 0.00011000029
1,563 TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph 2013 SIGMOD 0.00010224369
1,849 Reachability Queries on Large Dynamic Graphs: A Total Order Approach 2014 SIGMOD 9.5068688e-05
2,534 Computing Label-Constraint Reachability in Graph Databases 2010 SIGMOD 8.3335732e-05
2,563 SCARAB: Scaling Reachability Computation on Large Graphs 2012 SIGMOD 8.2934229e-05
2,566 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD 8.288424e-05
2,604 K-Reach: Who is in Your Small World 2012 VLDB 8.2302549e-05
2,848 On Maintaining Priorities in a Production Rule System 1991 VLDB 7.9429561e-05
3,348 Simple, Fast, and Scalable Reachability Oracle 2013 VLDB 7.3926236e-05
4,049 Reachability Querying: An Independent Permutation Labeling Approach 2014 VLDB 6.8302372e-05
4,291 Efficient Algorithms for Exact Ranked Twig-Pattern Matching over Graphs 2008 SIGMOD 6.6827339e-05
5,334 Prefix Based Numbering Schemes for XML: Techniques, Applications and Performances 2008 VLDB 6.1750849e-05
5,451 Distributed Transitive Closure Computations: The Disconnection Set Approach 1990 VLDB 6.1243992e-05
5,584 Efficient Main Memory Data Management Using the DBGraph Storage Model 1990 VLDB 6.0763134e-05
5,717 Microblog Entity Linking with Social Temporal Context 2015 SIGMOD 6.0191048e-05
5,748 An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels 2010 SIGMOD 6.0079624e-05
6,200 On Querying Historical Connectivity in Temporal Graphs 2024 SIGMOD 5.8510904e-05
7,635 Hash-based Subgraph Query Processing Method for Graph-structured XML Documents 2008 VLDB 5.4785904e-05
7,724 Minimum Strongly Connected Subgraph Collection in Dynamic Graphs 2024 VLDB 5.4672516e-05
7,768 Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data 2012 VLDB 5.4558207e-05
7,840 DAG Reduction: Fast Answering Reachability Queries 2017 SIGMOD 5.442834e-05
8,193 Labeling Recursive Workflow Executions On-the-Fly 2011 SIGMOD 5.3803708e-05
8,937 A Parallel Strategy for Transitive Closure using Double Hash-Based Clustering 1990 VLDB 5.2559789e-05
11,540 Constant-time Connectivity Querying in Dynamic Graphs 2024 SIGMOD 4.9793485e-05
11,586 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 4.9793485e-05
12,643 Comments on "Stack-based Algorithms for Pattern Matching on DAGs" 2012 VLDB 4.9793485e-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.

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