On Computing Top-t Most Influential Spatial Sites
Summary: Introduces TopInfluentialSites to compute the top-t most influential sites within a region Q for bichromatic reverse nearest neighbors, via a single-pass traversal of both site and object R-trees. It uses minExistDNN pruning to skip candidates, delivering speedups over naive regional enumeration. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tian Xia
- 2. Donghui Zhang
- 3. Evangelos Kanoulas
- 4. Yang Du
Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,403 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012176993 |
| 2,247 | On Efficient Spatial Matching | 2007 | VLDB | 9.2048219e-05 |
| 2,906 | A Scalable Algorithm for Maximizing Range Sum in Spatial Databases | 2012 | VLDB | 7.9350108e-05 |
| 3,071 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.6120001e-05 |
| 5,047 | Identifying the Most Influential Data Objects with Reverse Top-k Queries | 2010 | VLDB | 5.7379554e-05 |
| 7,376 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 4.7485457e-05 |
| 9,025 | Dimensional Testing for Reverse k-Nearest Neighbor Search | 2017 | VLDB | 4.4072367e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 47 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.0007015885 |
| 601 | Influence Sets Based on Reverse Nearest Neighbor Queries | 2000 | SIGMOD | 0.00019375875 |
| 1,682 | Discovery of Influence Sets in Frequently Updated Databases | 2001 | VLDB | 0.00010923103 |
| 1,933 | Reverse kNN Search in Arbitrary Dimensionality | 2004 | VLDB | 0.00010038508 |
| 2,702 | Reverse Nearest Neighbor Aggregates Over Data Streams | 2002 | VLDB | 8.2725214e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,925 | Processing Moving kNN Queries Using Influential Neighbor Sets | 2015 | VLDB | 4.427232e-05 |
| 648 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 0.00018666267 |
| 1,403 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012176993 |
| 7,540 | Boosting Spatial Pruning: On Optimal Pruning of MBRs | 2010 | SIGMOD | 4.7159549e-05 |
| 1,768 | Closest Pair Queries in Spatial Databases | 2000 | SIGMOD | 0.00010622873 |
| 5,917 | VoR-Tree: R-trees with Voronoi Diagrams for Efficient Processing of Spatial Nearest Neighbor Queries | 2010 | VLDB | 5.2739511e-05 |
| 9,308 | Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates | 2015 | SIGMOD | 4.3571035e-05 |
| 3,071 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.6120001e-05 |
| 47 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.0007015885 |
| 601 | Influence Sets Based on Reverse Nearest Neighbor Queries | 2000 | SIGMOD | 0.00019375875 |