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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
0.00021917638
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 0.00022480767
330 Fast and Practical Indexing and Querying of Very Large Graphs 2007 SIGMOD 0.00020828552
382 TEDI: Efficient Shortest Path Query Answering on Graphs 2010 SIGMOD 0.00019477423
453 Stack-based Algorithms for Pattern Matching on DAGs 2005 VLDB 0.00017963727
693 GRAIL: Scalable Reachability Index for Large Graphs 2010 VLDB 0.00014727433
776 Efficiently Answering Reachability Queries on Very Large Directed Graphs 2008 SIGMOD 0.00014076975
1,329 A Memory Efficient Reachability Data Structure Through Bit Vector Compression 2011 SIGMOD 0.00010994864
1,563 TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph 2013 SIGMOD 0.00010219537
1,850 Reachability Queries on Large Dynamic Graphs: A Total Order Approach 2014 SIGMOD 9.502574e-05
2,535 Computing Label-Constraint Reachability in Graph Databases 2010 SIGMOD 8.3296282e-05
2,563 SCARAB: Scaling Reachability Computation on Large Graphs 2012 SIGMOD 8.2895644e-05
2,566 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD 8.2845085e-05
2,606 K-Reach: Who is in Your Small World 2012 VLDB 8.2264537e-05
2,848 On Maintaining Priorities in a Production Rule System 1991 VLDB 7.9393628e-05
3,348 Simple, Fast, and Scalable Reachability Oracle 2013 VLDB 7.3891319e-05
4,050 Reachability Querying: An Independent Permutation Labeling Approach 2014 VLDB 6.8270039e-05
4,291 Efficient Algorithms for Exact Ranked Twig-Pattern Matching over Graphs 2008 SIGMOD 6.6795809e-05
5,339 Prefix Based Numbering Schemes for XML: Techniques, Applications and Performances 2008 VLDB 6.1721633e-05
5,456 Distributed Transitive Closure Computations: The Disconnection Set Approach 1990 VLDB 6.1215612e-05
5,585 Efficient Main Memory Data Management Using the DBGraph Storage Model 1990 VLDB 6.0735021e-05
5,718 Microblog Entity Linking with Social Temporal Context 2015 SIGMOD 6.0162555e-05
5,749 An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels 2010 SIGMOD 6.0051184e-05
6,205 On Querying Historical Connectivity in Temporal Graphs 2024 SIGMOD 5.8483206e-05
7,641 Hash-based Subgraph Query Processing Method for Graph-structured XML Documents 2008 VLDB 5.475997e-05
7,730 Minimum Strongly Connected Subgraph Collection in Dynamic Graphs 2024 VLDB 5.4646635e-05
7,777 Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data 2012 VLDB 5.4532403e-05
7,844 DAG Reduction: Fast Answering Reachability Queries 2017 SIGMOD 5.4402574e-05
8,201 Labeling Recursive Workflow Executions On-the-Fly 2011 SIGMOD 5.3778252e-05
8,945 A Parallel Strategy for Transitive Closure using Double Hash-Based Clustering 1990 VLDB 5.2534908e-05
11,546 Constant-time Connectivity Querying in Dynamic Graphs 2024 SIGMOD 4.9769913e-05
11,592 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 4.9769913e-05
12,649 Comments on "Stack-based Algorithms for Pattern Matching on DAGs" 2012 VLDB 4.9769913e-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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