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Efficient Aggregation for Graph Summarization
Summary: Proposes OLAP-style graph summarization via SNAP and k-SNAP for multi-resolution drill-down/roll-up, grouping nodes by attributes and relations. SNAP has an efficient evaluator; k-SNAP is NP-complete with two heuristics to approximate it; experiments show effectiveness and scalability.
(summarized by gpt-5-nano on Feb 09 2026)
Paper ID
4078
Venue
SIGMOD
Year
2008
Pagerank
0.00017692185
Overall Rank
486 | 96.67%
DOI
10.1145/1376616.1376675
Incoming Non-self Citations Over Time
BibTeX Citation
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@inproceedings{tian_sigmod08,
title = {{Efficient Aggregation for Graph Summarization}},
author = {Tian, Yuanyuan and Hankins, Richard A. and Patel, Jignesh M.},
series = {{SIGMOD} '08},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1376616.1376675},
url = {https://dl.acm.org/doi/10.1145/1376616.1376675},
year = {2008}
}
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