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Finding Time-Proximity Communities in Temporal Heterogeneous Information Networks

Summary: Defines Temporal HIN Community Search (THCS) with a (k, T_q, P_δ)-core model enforcing structural density and recency via a time-span δ and query interval T_q. Introduces Center-based Sliding Window and Incremental Center Expansion algorithms plus a compressed TCI-Index, yielding fast, temporally coherent communities. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
14219
Venue
VLDB
Year
2025
Pagerank
4.1905499e-05
Overall Rank
10,865 | 24.49%
DOI
10.14778/3773731.3773747

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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
284 Querying K-Truss Community in Large and Dynamic Graphs 2014 SIGMOD 0.00029014359
354 Local Search of Communities in Large Graphs 2014 SIGMOD 0.00026253833
370 Online Search of Overlapping Communities 2013 SIGMOD 0.00025391823
765 PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks 2011 VLDB 0.0001695147
966 Streaming Algorithms for k-core Decomposition 2013 VLDB 0.00014947141
1,256 Influential Community Search in Large Networks 2015 VLDB 0.00013009097
1,641 Truss-based Community Search over Large Directed Graphs 2020 SIGMOD 0.00011044805
2,291 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 9.0894835e-05
2,726 Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks 2020 VLDB 8.2266116e-05
4,133 On Querying Historical K-Cores 2021 VLDB 6.4185206e-05
4,737 Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions 2021 SIGMOD 5.9529218e-05
5,525 Effective Community Search over Large Star-Schema Heterogeneous Information Networks 2022 VLDB 5.4589218e-05
5,620 Influential Community Search over Large Heterogeneous Information Networks 2023 VLDB 5.4066581e-05
5,713 Efficient Estimation of Heat Kernel PageRank for Local Clustering 2019 SIGMOD 5.3595796e-05
6,501 Reliable Community Search in Dynamic Networks 2022 VLDB 5.0293058e-05
7,156 The Minimum Wiener Connector Problem 2015 SIGMOD 4.8098527e-05
7,339 Scalable Time-Range k-Core Query on Temporal Graphs 2023 VLDB 4.7530782e-05
7,446 QTCS: Efficient Query-Centered Temporal Community Search 2024 VLDB 4.7232788e-05
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