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
Authors
- 1. Senjuti Basu Roy (University of Texas)
- 2. Kaushik Chakrabarti (Microsoft)
BibTeX Citation
@inproceedings{roy_sigmod11,
title = {{Location-Aware Type Ahead Search on Spatial Databases: Semantics and Efficiency}},
author = {Roy, Senjuti Basu and Chakrabarti, Kaushik},
series = {{SIGMOD} '11},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/1989323.1989362},
url = {https://dl.acm.org/doi/10.1145/1989323.1989362},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,984 | SEAL: Spatio-Textual Similarity Search | 2012 | VLDB | 6.412239e-05 |
| 9,220 | Satisfying Complex Top-k Fairness Constraints by Preference Substitutions | 2023 | VLDB | 5.3039758e-05 |
| 9,705 | META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion | 2016 | VLDB | 5.2351259e-05 |
| 11,439 | TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks | 2023 | VLDB | 5.093636e-05 |
| 11,850 | Top-k Queries over Digital Traces | 2019 | SIGMOD | 5.093636e-05 |
| 11,851 | Autocompletion for Prefix-Abbreviated Input | 2019 | SIGMOD | 5.093636e-05 |
| 12,186 | MESA: A Map Service to Support Fuzzy Type-ahead Search over Geo-Textual Data | 2014 | VLDB | 5.093636e-05 |
| 12,236 | TsingNUS: A Location-Based Service System Towards Live City | 2013 | SIGMOD | 5.093636e-05 |
| 12,262 | Mobility and Social Networking: A Data Management Perspective | 2013 | VLDB | 5.093636e-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 |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010828372 |
| 28 | Nearest Neighbor Queries | 1995 | SIGMOD | 0.00052102434 |
| 1,305 | Assisted Querying using Instant-Response Interfaces | 2007 | SIGMOD | 0.00011235196 |
| 1,701 | Extending Autocompletion To Tolerate Errors | 2009 | SIGMOD | 9.9707165e-05 |
| 1,819 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB | 9.6810907e-05 |
| 4,048 | Efficient Type-Ahead Search on Relational Data: a TASTIER Approach | 2009 | SIGMOD | 6.9372074e-05 |
| 4,325 | Deterministic Wavelet Thresholding for Maximum-Error Metrics | 2004 | PODS | 6.7605683e-05 |
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Semantically Similar Papers
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|---|---|---|---|---|
| 1 | 2,989 | Spatial Keyword Query Processing: An Experimental Evaluation | 2013 | VLDB |
| 2 | 4,316 | Searching Trajectories by Locations - An Efficiency Study | 2010 | SIGMOD |
| 3 | 1,441 | Efficient Processing of Top-k Spatial Preference Queries | 2011 | VLDB |
| 4 | 1,212 | Efficient Query Processing in Geographic Web Search Engines | 2006 | SIGMOD |
| 5 | 6,217 | Clue-based Spatio-textual Query | 2017 | VLDB |
| 6 | 11,676 | Proportionality in Spatial Keyword Search | 2021 | SIGMOD |
| 7 | 1,819 | Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects | 2009 | VLDB |
| 8 | 11,439 | TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks | 2023 | VLDB |
| 9 | 4,179 | Retrieving Top-k Prestige-Based Relevant Spatial Web Objects | 2010 | VLDB |
| 10 | 10,052 | Top-k Relevant Semantic Place Retrieval on Spatial RDF Data | 2016 | SIGMOD |