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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
12102
Venue
VLDB
Year
2020
Pagerank
4.7742854e-05
Overall Rank
7,290 | 49.29%
DOI
10.14778/3407790.3407812

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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
108 Truss Decomposition in Massive Networks 2012 VLDB 0.00048300163
276 Efficient IR-Style Keyword Search over Relational Databases 2003 VLDB 0.00029336949
313 Graph Clustering Based on Structural/Attribute Similarities 2009 VLDB 0.00028097557
336 Bidirectional Expansion For Keyword Search on Graph Databases 2005 VLDB 0.00027020919
353 Local Search of Communities in Large Graphs 2014 SIGMOD 0.00026277992
370 Online Search of Overlapping Communities 2013 SIGMOD 0.00025415479
648 Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects 2009 VLDB 0.00018666267
999 Effective Community Search for Large Attributed Graphs 2016 VLDB 0.00014726563
1,257 Influential Community Search in Large Networks 2015 VLDB 0.00013020648
1,530 Truss-based Community Search: a Truss-equivalence Based Indexing Approach 2017 VLDB 0.00011495611
1,550 Approximate Closest Community Search in Networks 2016 VLDB 0.00011423628
1,645 Attribute-Driven Community Search 2017 VLDB 0.00011037459
1,844 Effective Community Search over Large Spatial Graphs 2017 VLDB 0.00010341077
2,125 EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data 2008 SIGMOD 9.4893973e-05
2,286 Effective and Efficient Community Search over Large Heterogeneous Information Networks 2020 VLDB 9.0982591e-05
2,490 Online Topic-Aware Influence Maximization 2015 VLDB 8.6584707e-05
2,603 Maximum Co-located Community Search in Large Scale Social Networks 2018 VLDB 8.4666465e-05
2,807 A Model-based Approach to Attributed Graph Clustering 2012 SIGMOD 8.0905959e-05
4,525 Retrieving Top-k Prestige-Based Relevant Spatial Web Objects 2010 VLDB 6.1116751e-05
5,078 Efficient Location-Aware Influence Maximization 2014 SIGMOD 5.715243e-05
5,269 A General Framework for Geo-Social Query Processing 2013 VLDB 5.5966244e-05
5,643 An Optimal and Progressive Approach to Online Search of Top-K Influential Communities 2018 VLDB 5.3928286e-05
6,705 Consistent Query Answers in Inconsistent Probabilistic Databases 2010 SIGMOD 4.9549359e-05
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