Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries
Summary: Evaluates spatial keyword queries for geo-textual objects; TkQ merges spatial proximity and text relevance, shown effective. DrW combines neural local-interaction text relevance with a query-dependent balance of proximity, outperforming SOTA. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Shang Liu
- 2. Gao Cong
- 3. Kaiyu Feng
- 4. Wanli Gu
- 5. Fuzheng Zhang
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,497 | DEG: Efficient Hybrid Vector Search Using the Dynamic Edge Navigation Graph | 2025 | SIGMOD | 4.4981377e-05 |
| 10,548 | GeoBloom: Revisiting Lightweight Models for Geographic Information Retrieval | 2025 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 648 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 0.00018666267 |
| 1,220 | Efficient Query Processing in Geographic Web Search Engines | 2006 | SIGMOD | 0.00013223504 |
| 1,403 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012176993 |
| 2,149 | Spatial Keyword Query Processing: An Experimental Evaluation | 2013 | VLDB | 9.4266468e-05 |
| 3,748 | Collective Spatial Keyword Queries: A Distance Owner-Driven Approach | 2013 | SIGMOD | 6.7912604e-05 |
| 4,525 | Retrieving Top-k Prestige-Based Relevant Spatial Web Objects | 2010 | VLDB | 6.1116751e-05 |
| 4,786 | Collective Spatial Keyword Querying | 2011 | SIGMOD | 5.9235651e-05 |
| 4,960 | Reverse Spatial and Textual k Nearest Neighbor Search | 2011 | SIGMOD | 5.7987607e-05 |
| 9,353 | Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | 2022 | VLDB | 4.3519095e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,478 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD | 4.1945683e-05 |
| 1,220 | Efficient Query Processing in Geographic Web Search Engines | 2006 | SIGMOD | 0.00013223504 |
| 4,960 | Reverse Spatial and Textual k Nearest Neighbor Search | 2011 | SIGMOD | 5.7987607e-05 |
| 4,786 | Collective Spatial Keyword Querying | 2011 | SIGMOD | 5.9235651e-05 |
| 8,822 | Querying Geo-Textual Data: Spatial Keyword Queries and Beyond | 2016 | SIGMOD | 4.4417735e-05 |
| 6,012 | Clue-based Spatio-textual Query | 2017 | VLDB | 5.2415551e-05 |
| 9,898 | Top-k Relevant Semantic Place Retrieval on Spatial RDF Data | 2016 | SIGMOD | 4.2600049e-05 |
| 2,149 | Spatial Keyword Query Processing: An Experimental Evaluation | 2013 | VLDB | 9.4266468e-05 |
| 4,525 | Retrieving Top-k Prestige-Based Relevant Spatial Web Objects | 2010 | VLDB | 6.1116751e-05 |
| 648 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 0.00018666267 |