A Scalable Algorithm for Maximizing Range Sum in Spatial Databases
Summary: ExactMaxRS: external-memory, I/O-optimal MaxRS for spatial DBs, maximizing the sum of weights inside a fixed rectangle. ApproxMaxCRS: circle-approximation with provable bounds; experiments show two orders of magnitude speedup and practical accuracy surpassing theory. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dong-Wan Choi
- 2. Chin-Wan Chung
- 3. Yufei Tao
Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,805 | Approximate MaxRS in Spatial Databases | 2013 | VLDB | 6.7521192e-05 |
| 3,904 | Progressive Top-k Subarray Query Processing in Array Databases | 2019 | VLDB | 6.6424961e-05 |
| 6,814 | Efficient Algorithms for Optimal Location Queries in Road Networks | 2014 | SIGMOD | 4.9185216e-05 |
| 7,281 | Retrieving Regions of Interest for User Exploration | 2014 | VLDB | 4.7770174e-05 |
| 7,376 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 4.7485457e-05 |
| 8,536 | Finding Attribute-aware Similar Regions for Data Analysis | 2019 | VLDB | 4.4937074e-05 |
| 8,822 | Querying Geo-Textual Data: Spatial Keyword Queries and Beyond | 2016 | SIGMOD | 4.4417735e-05 |
| 10,000 | A Bouquet of Results on Maximum Range Sum: General Techniques and Hardness Reductions | 2026 | PODS | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 647 | Progressive Approximate Aggregate Queries with a Multi-Resolution Tree Structure | 2001 | SIGMOD | 0.00018668224 |
| 1,403 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012176993 |
| 2,711 | On Computing Top-t Most Influential Spatial Sites | 2005 | VLDB | 8.2492925e-05 |
| 3,071 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.6120001e-05 |
| 3,272 | Progressive Computation of the Min-Dist Optimal-Location Query | 2006 | VLDB | 7.2958583e-05 |
| 6,215 | New Results on Two-dimensional Orthogonal Range Aggregation in External Memory | 2011 | PODS | 5.153674e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,810 | Spatial Priority Search: An Access Technique for Scaleless Maps | 1991 | SIGMOD | 4.4442316e-05 |
| 7,281 | Retrieving Regions of Interest for User Exploration | 2014 | VLDB | 4.7770174e-05 |
| 5,953 | Spatial Independent Range Sampling | 2021 | SIGMOD | 5.2589924e-05 |
| 3,071 | Efficient Method for Maximizing Bichromatic Reverse Nearest Neighbor | 2009 | VLDB | 7.6120001e-05 |
| 7,376 | Towards Best Region Search for Data Exploration | 2016 | SIGMOD | 4.7485457e-05 |
| 3,748 | Collective Spatial Keyword Queries: A Distance Owner-Driven Approach | 2013 | SIGMOD | 6.7912604e-05 |
| 3,543 | Approximation Techniques for Spatial Data | 2004 | SIGMOD | 6.9917053e-05 |
| 3,272 | Progressive Computation of the Min-Dist Optimal-Location Query | 2006 | VLDB | 7.2958583e-05 |
| 10,000 | A Bouquet of Results on Maximum Range Sum: General Techniques and Hardness Reductions | 2026 | PODS | 4.1945683e-05 |
| 3,805 | Approximate MaxRS in Spatial Databases | 2013 | VLDB | 6.7521192e-05 |