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Querying Geo-Textual Data: Spatial Keyword Queries and Beyond

Summary: A SIGMOD/VLDB tutorial surveying geo-textual queries, focusing on spatial keyword queries over streaming data and static POIs. Covers continuous queries, region-of-interest queries, and extracting topics/top-k words in regions; problems and directions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h7fd6ed36fc38bf1e
Venue
SIGMOD
Year
2016
Pagerank
5.2421474e-05
Overall Rank
8,991 | 39.55%
DOI
10.1145/2882903.2912572

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{cong_sigmod16,
        title = {{Querying Geo-Textual Data: Spatial Keyword Queries and Beyond}},
        author = {Cong, Gao and Jensen, Christian S.},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2912572},
        url = {https://dl.acm.org/doi/10.1145/2882903.2912572},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank Citing Paper Year Venue Pagerank
11,752 TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks 2023 VLDB 4.9793485e-05
12,277 Query Processing Techniques for Big Spatial-Keyword Data 2017 SIGMOD 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
1,230 Efficient Query Processing in Geographic Web Search Engines 2006 SIGMOD 0.00011412036
1,477 Efficient Processing of Top-k Spatial Preference Queries 2011 VLDB 0.00010551239
1,856 Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects 2009 VLDB 9.4938262e-05
2,944 Spatio-Textual Similarity Joins 2013 VLDB 7.828107e-05
3,045 Spatial Keyword Query Processing: An Experimental Evaluation 2013 VLDB 7.72015e-05
3,085 A Scalable Algorithm for Maximizing Range Sum in Spatial Databases 2012 VLDB 7.6629324e-05
3,201 Interactive Data Exploration Using Semantic Windows 2014 SIGMOD 7.5428462e-05
3,528 Collective Spatial Keyword Queries: A Distance Owner-Driven Approach 2013 SIGMOD 7.2303439e-05
3,731 An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data 2013 SIGMOD 7.0676307e-05
3,781 Approximate MaxRS in Spatial Databases 2013 VLDB 7.0249074e-05
3,866 Keyword-aware Optimal Route Search 2012 VLDB 6.9604149e-05
4,574 Collective Spatial Keyword Querying 2011 SIGMOD 6.5257688e-05
4,797 Reverse Spatial and Textual k Nearest Neighbor Search 2011 SIGMOD 6.4113285e-05
4,812 Efficient Algorithms for Answering the m-Closest Keywords Query 2015 SIGMOD 6.402532e-05
5,112 SEAL: Spatio-Textual Similarity Search 2012 VLDB 6.268442e-05
6,830 Maximizing Bichromatic Reverse Spatial and Textual k Nearest Neighbor Queries 2016 VLDB 5.6691409e-05
7,189 Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams 2015 SIGMOD 5.590681e-05
7,331 Retrieving Regions of Interest for User Exploration 2014 VLDB 5.5502348e-05
7,561 Selectivity Estimation on Streaming Spatio-Textual Data Using Local Correlations 2015 VLDB 5.4958573e-05
7,742 Towards Best Region Search for Data Exploration 2016 SIGMOD 5.4614459e-05
12,330 Topic Exploration in Spatio-Temporal Document Collections 2016 SIGMOD 4.9793485e-05
12,556 GroupFinder: A New Approach to Top-K Point-of-Interest Group Retrieval 2013 VLDB 4.9793485e-05
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