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Effective Community Search over Large Star-Schema Heterogeneous Information Networks
Summary: CS on large star-schema HINs without user-specified constraints. Proposes a meta-path based core model maximizing shared meta-paths for cohesive communities; adds online anti-monotonic pruning and an index-based algorithm, with experiments showing speedups.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12724
- Venue
- VLDB
- Year
- 2022
- Pagerank
- 5.4641695e-05
- Overall Rank
- 5,513 | 61.65%
- DOI
-
10.14778/3551793.3551795
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 18 of 18 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 283 |
Querying K-Truss Community in Large and Dynamic Graphs |
2014 |
SIGMOD |
0.00029041257 |
| 353 |
Local Search of Communities in Large Graphs |
2014 |
SIGMOD |
0.00026277992 |
| 370 |
Online Search of Overlapping Communities |
2013 |
SIGMOD |
0.00025415479 |
| 768 |
PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks |
2011 |
VLDB |
0.00016919065 |
| 999 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
0.00014726563 |
| 1,550 |
Approximate Closest Community Search in Networks |
2016 |
VLDB |
0.00011423628 |
| 1,637 |
Truss-based Community Search over Large Directed Graphs |
2020 |
SIGMOD |
0.0001105259 |
| 1,645 |
Attribute-Driven Community Search |
2017 |
VLDB |
0.00011037459 |
| 1,836 |
Distance-generalized Core Decomposition |
2019 |
SIGMOD |
0.00010365753 |
| 2,286 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0982591e-05 |
| 2,603 |
Maximum Co-located Community Search in Large Scale Social Networks |
2018 |
VLDB |
8.4666465e-05 |
| 2,721 |
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks |
2020 |
VLDB |
8.2345495e-05 |
| 2,846 |
Unboundedness and Efficiency of Truss Maintenance in Evolving Graphs |
2019 |
SIGMOD |
8.0234377e-05 |
| 3,484 |
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes |
2012 |
VLDB |
7.0524417e-05 |
| 3,854 |
Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity |
2015 |
SIGMOD |
6.6988744e-05 |
| 4,344 |
Efficient Algorithms for Densest Subgraph Discovery on Large Directed Graphs |
2020 |
SIGMOD |
6.2744553e-05 |
| 4,843 |
Butterfly-Core Community Search over Labeled Graphs |
2021 |
VLDB |
5.8823824e-05 |
| 5,265 |
A Convex-Programming Approach for Efficient Directed Densest Subgraph Discovery |
2022 |
SIGMOD |
5.5972878e-05 |
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| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 999 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
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| 10,076 |
Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements |
2026 |
SIGMOD |
4.1945683e-05 |
| 10,861 |
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2025 |
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| 7,290 |
Topic-based Community Search over Spatial-Social Networks |
2020 |
VLDB |
4.7742854e-05 |
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| 10,694 |
Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain |
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4.1945683e-05 |
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VLDB |
4.1945683e-05 |
| 2,721 |
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks |
2020 |
VLDB |
8.2345495e-05 |
| 5,610 |
Influential Community Search over Large Heterogeneous Information Networks |
2023 |
VLDB |
5.4118541e-05 |
| 2,286 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0982591e-05 |