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Topic-based Community Search over Spatial-Social Networks
Summary: Proposes TCS-SSN, topic-based CS over spatial-social networks, emphasizing social influence, travel time, and keyword coverage in the query. Introduces pruning and a social-spatial index with a traversal algorithm; validates on real/synthetic data.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 12103
- Venue
- VLDB
- Year
- 2020
- Pagerank
- 4.7697047e-05
- Overall Rank
- 7,287 | 49.36%
- DOI
-
10.14778/3407790.3407812
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
Outgoing Citations (Sorted by Pagerank)
Showing 23 of 23 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 106 |
Truss Decomposition in Massive Networks |
2012 |
VLDB |
0.00048373761 |
| 278 |
Efficient IR-Style Keyword Search over Relational Databases |
2003 |
VLDB |
0.00029322862 |
| 313 |
Graph Clustering Based on Structural/Attribute Similarities |
2009 |
VLDB |
0.0002809849 |
| 337 |
Bidirectional Expansion For Keyword Search on Graph Databases |
2005 |
VLDB |
0.00027002505 |
| 354 |
Local Search of Communities in Large Graphs |
2014 |
SIGMOD |
0.00026253833 |
| 370 |
Online Search of Overlapping Communities |
2013 |
SIGMOD |
0.00025391823 |
| 1,000 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
0.00014714977 |
| 1,256 |
Influential Community Search in Large Networks |
2015 |
VLDB |
0.00013009097 |
| 1,529 |
Truss-based Community Search: a Truss-equivalence Based Indexing Approach |
2017 |
VLDB |
0.00011484853 |
| 1,548 |
Approximate Closest Community Search in Networks |
2016 |
VLDB |
0.0001141271 |
| 1,645 |
Attribute-Driven Community Search |
2017 |
VLDB |
0.00011027616 |
| 1,848 |
Effective Community Search over Large Spatial Graphs |
2017 |
VLDB |
0.00010331574 |
| 2,020 |
Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects |
2009 |
VLDB |
9.7766925e-05 |
| 2,127 |
EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data |
2008 |
SIGMOD |
9.4806381e-05 |
| 2,291 |
Effective and Efficient Community Search over Large Heterogeneous Information Networks |
2020 |
VLDB |
9.0894835e-05 |
| 2,490 |
Online Topic-Aware Influence Maximization |
2015 |
VLDB |
8.6500989e-05 |
| 2,608 |
Maximum Co-located Community Search in Large Scale Social Networks |
2018 |
VLDB |
8.4587487e-05 |
| 2,810 |
A Model-based Approach to Attributed Graph Clustering |
2012 |
SIGMOD |
8.085151e-05 |
| 4,446 |
Retrieving Top-k Prestige-Based Relevant Spatial Web Objects |
2010 |
VLDB |
6.174662e-05 |
| 5,077 |
Efficient Location-Aware Influence Maximization |
2014 |
SIGMOD |
5.7098565e-05 |
| 5,181 |
A General Framework for Geo-Social Query Processing |
2013 |
VLDB |
5.6373481e-05 |
| 5,656 |
An Optimal and Progressive Approach to Online Search of Top-K Influential Communities |
2018 |
VLDB |
5.3876479e-05 |
| 6,707 |
Consistent Query Answers in Inconsistent Probabilistic Databases |
2010 |
SIGMOD |
4.9500448e-05 |
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| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 284 |
Querying K-Truss Community in Large and Dynamic Graphs |
2014 |
SIGMOD |
0.00029014359 |
| 5,656 |
An Optimal and Progressive Approach to Online Search of Top-K Influential Communities |
2018 |
VLDB |
5.3876479e-05 |
| 10,076 |
Efficient Size-Bounded Community Search, Revisited: Frameworks for Practical Improvements |
2026 |
SIGMOD |
4.1905499e-05 |
| 1,000 |
Effective Community Search for Large Attributed Graphs |
2016 |
VLDB |
0.00014714977 |
| 10,702 |
Effective and Efficient Community Search for Complex Network Semantics Capture: From Coarse-Grain to Fine-Grain |
2025 |
VLDB |
4.1905499e-05 |
| 5,525 |
Effective Community Search over Large Star-Schema Heterogeneous Information Networks |
2022 |
VLDB |
5.4589218e-05 |
| 6,563 |
Densely Connected User Community and Location Cluster Search in Location-Based Social Networks |
2020 |
SIGMOD |
5.0038354e-05 |
| 2,608 |
Maximum Co-located Community Search in Large Scale Social Networks |
2018 |
VLDB |
8.4587487e-05 |
| 1,256 |
Influential Community Search in Large Networks |
2015 |
VLDB |
0.00013009097 |
| 1,848 |
Effective Community Search over Large Spatial Graphs |
2017 |
VLDB |
0.00010331574 |