Location-Aware Type Ahead Search on Spatial Databases: Semantics and Efficiency
Summary: First work on location-aware type-ahead for spatial data, combining proximity ranking with prefix completion as users type. Proposes a formal cost model and novel optimizations; shows efficiency gains over naive hybrids on real/synthetic data. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,232 | SEAL: Spatio-Textual Similarity Search | 2012 | VLDB | 5.6136151e-05 |
| 8,972 | Satisfying Complex Top-k Fairness Constraints by Preference Substitutions | 2023 | VLDB | 4.4187185e-05 |
| 9,567 | META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion | 2016 | VLDB | 4.3254416e-05 |
| 11,239 | TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks | 2023 | VLDB | 4.1945683e-05 |
| 11,655 | Top-k Queries over Digital Traces | 2019 | SIGMOD | 4.1945683e-05 |
| 11,656 | Autocompletion for Prefix-Abbreviated Input | 2019 | SIGMOD | 4.1945683e-05 |
| 11,988 | MESA: A Map Service to Support Fuzzy Type-ahead Search over Geo-Textual Data | 2014 | VLDB | 4.1945683e-05 |
| 12,038 | TsingNUS: A Location-Based Service System Towards Live City | 2013 | SIGMOD | 4.1945683e-05 |
| 12,064 | Mobility and Social Networking: A Data Management Perspective | 2013 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0015496097 |
| 47 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.0007015885 |
| 648 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 0.00018666267 |
| 994 | Assisted Querying using Instant-Response Interfaces | 2007 | SIGMOD | 0.00014755845 |
| 2,073 | Extending Autocompletion To Tolerate Errors | 2009 | SIGMOD | 9.6142791e-05 |
| 4,414 | Efficient Type-Ahead Search on Relational Data: a TASTIER Approach | 2009 | SIGMOD | 6.2056993e-05 |
| 4,698 | Deterministic Wavelet Thresholding for Maximum-Error Metrics | 2004 | PODS | 5.9887317e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,149 | Spatial Keyword Query Processing: An Experimental Evaluation | 2013 | VLDB | 9.4266468e-05 |
| 4,112 | Searching Trajectories by Locations - An Efficiency Study | 2010 | SIGMOD | 6.4422697e-05 |
| 1,403 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB | 0.00012176993 |
| 1,220 | Efficient Query Processing in Geographic Web Search Engines | 2006 | SIGMOD | 0.00013223504 |
| 6,012 | Clue-based Spatio-textual Query | 2017 | VLDB | 5.2415551e-05 |
| 11,478 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD | 4.1945683e-05 |
| 648 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 0.00018666267 |
| 11,239 | TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks | 2023 | VLDB | 4.1945683e-05 |
| 4,525 | Retrieving Top-k Prestige-Based Relevant Spatial Web Objects | 2010 | VLDB | 6.1116751e-05 |
| 9,898 | Top-k Relevant Semantic Place Retrieval on Spatial RDF Data | 2016 | SIGMOD | 4.2600049e-05 |