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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
2508
Venue
SIGMOD
Year
1989
Pagerank
0.0002242162
Overall Rank
282 | 98.07%
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
269 3-HOP: A High-Compression Indexing Scheme for Reachability Query 2009 SIGMOD 0.00022786599
322 Fast and Practical Indexing and Querying of Very Large Graphs 2007 SIGMOD 0.00021275303
370 TEDI: Efficient Shortest Path Query Answering on Graphs 2010 SIGMOD 0.00019937972
444 Stack-based Algorithms for Pattern Matching on DAGs 2005 VLDB 0.00018350865
679 GRAIL: Scalable Reachability Index for Large Graphs 2010 VLDB 0.00015055389
746 Efficiently Answering Reachability Queries on Very Large Directed Graphs 2008 SIGMOD 0.00014402233
1,301 A Memory Efficient Reachability Data Structure Through Bit Vector Compression 2011 SIGMOD 0.00011255351
1,533 TF-Label: a Topological-Folding Labeling Scheme for Reachability Querying in a Large Graph 2013 SIGMOD 0.00010467148
1,796 Reachability Queries on Large Dynamic Graphs: A Total Order Approach 2014 SIGMOD 9.7380494e-05
2,490 Computing Label-Constraint Reachability in Graph Databases 2010 SIGMOD 8.5090456e-05
2,516 Stratified Computation of Skylines with Partially-Ordered Domains 2005 SIGMOD 8.4773324e-05
2,575 K-Reach: Who is in Your Small World 2012 VLDB 8.3982298e-05
2,820 On Maintaining Priorities in a Production Rule System 1991 VLDB 8.0911708e-05
3,021 SCARAB: Scaling Reachability Computation on Large Graphs 2012 SIGMOD 7.8401031e-05
3,278 Simple, Fast, and Scalable Reachability Oracle 2013 VLDB 7.5712342e-05
3,979 Reachability Querying: An Independent Permutation Labeling Approach 2014 VLDB 6.9754185e-05
4,221 Efficient Algorithms for Exact Ranked Twig-Pattern Matching over Graphs 2008 SIGMOD 6.8233111e-05
5,209 Prefix Based Numbering Schemes for XML: Techniques, Applications and Performances 2008 VLDB 6.3163287e-05
5,341 Distributed Transitive Closure Computations: The Disconnection Set Approach 1990 VLDB 6.2602701e-05
5,495 Efficient Main Memory Data Management Using the DBGraph Storage Model 1990 VLDB 6.1987657e-05
5,590 Microblog Entity Linking with Social Temporal Context 2015 SIGMOD 6.1557283e-05
5,724 An Optimal Labeling Scheme for Workflow Provenance Using Skeleton Labels 2010 SIGMOD 6.108728e-05
6,075 On Querying Historical Connectivity in Temporal Graphs 2024 SIGMOD 5.9853864e-05
7,494 Hash-based Subgraph Query Processing Method for Graph-structured XML Documents 2008 VLDB 5.6043267e-05
7,578 Minimum Strongly Connected Subgraph Collection in Dynamic Graphs 2024 VLDB 5.5927377e-05
7,622 Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data 2012 VLDB 5.5806644e-05
7,707 DAG Reduction: Fast Answering Reachability Queries 2017 SIGMOD 5.5636745e-05
8,049 Labeling Recursive Workflow Executions On-the-Fly 2011 SIGMOD 5.500317e-05
8,775 A Parallel Strategy for Transitive Closure using Double Hash-Based Clustering 1990 VLDB 5.3766157e-05
11,198 Constant-time Connectivity Querying in Dynamic Graphs 2024 SIGMOD 5.093636e-05
11,257 On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB 2024 VLDB 5.093636e-05
12,352 Comments on "Stack-based Algorithms for Pattern Matching on DAGs" 2012 VLDB 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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