On Computing Top-t Most Influential Spatial Sites
Summary: Introduces top-t influential-site retrieval in a region, ranking sites by weighted bichromatic reverse nearest neighbors. TopInfluentialSites jointly traverses site/object R-trees once, using minExistDNN-based pruning to avoid enumerating or computing influence for all candidates. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Tian Xia (Northeastern University)
- 2. Donghui Zhang (Northeastern University)
- 3. Evangelos Kanoulas (Northeastern University)
- 4. Yang Du (Northeastern University)
BibTeX Citation
@article{xia_vldb05,
title = {{On Computing Top-t Most Influential Spatial Sites}},
author = {Xia, Tian and Zhang, Donghui and Kanoulas, Evangelos and Du, Yang},
journal = {PVLDB},
series = {{VLDB} '05},
pages = {946--957},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
Showing 7 of 7 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,441 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00010778831 |
| 2,349 | On Efficient Spatial Matching | 2007 | VLDB | 8.7115756e-05 |
| 3,024 | A Scalable Algorithm for Maximizing Range Sum in Spatial Databases | 2012 | VLDB | 7.8388143e-05 |
| 3,118 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.7373846e-05 |
| 4,466 | Identifying the Most Influential Data Objects with Reverse Top-k Queries | 2010 | VLDB | 6.6844194e-05 |
| 7,600 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 5.5867987e-05 |
| 9,165 | Dimensional Testing for Reverse k-Nearest Neighbor Search | 2017 | VLDB | 5.3101672e-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 |
|---|---|---|---|---|
| 28 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.00052102434 |
| 546 | Influence Sets Based on Reverse Nearest Neighbor Queries | 2000 | SIGMOD | 0.00016734556 |
| 1,612 | Reverse kNN Search in Arbitrary Dimensionality | 2004 | VLDB | 0.00010218134 |
| 1,681 | Discovery of Influence Sets in Frequently Updated Databases | 2001 | VLDB | 0.00010022485 |
| 2,587 | Reverse Nearest Neighbor Aggregates Over Data Streams | 2002 | VLDB | 8.3747444e-05 |
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| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 9,080 | Processing Moving kNN Queries Using Influential Neighbor Sets | 2015 | VLDB |
| 2 | 1,819 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB |
| 3 | 1,441 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB |
| 4 | 7,350 | Boosting Spatial Pruning: On Optimal Pruning of MBRs | 2010 | SIGMOD |
| 5 | 1,685 | Closest Pair Queries in Spatial Databases | 2000 | SIGMOD |
| 6 | 5,875 | VoR-Tree: R-trees with Voronoi Diagrams for Efficient Processing of Spatial Nearest Neighbor Queries | 2010 | VLDB |
| 7 | 9,355 | Optimal Spatial Dominance: An Effective Search of Nearest Neighbor Candidates | 2015 | SIGMOD |
| 8 | 3,118 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB |
| 9 | 28 | Nearest Neighbor Queries | 1995 | SIGMOD |
| 10 | 546 | Influence Sets Based on Reverse Nearest Neighbor Queries | 2000 | SIGMOD |