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Query Processing Techniques for Big Spatial-Keyword Data

Summary: Big spatial-keyword data from GPS-enabled apps requires distributed big-data processing beyond centralized systems. Survey of big spatial-keyword processing: indexing, partitioning, models, common queries, and open research directions. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5393
Venue
SIGMOD
Year
2017
Pagerank
5.093636e-05
Overall Rank
11,979 | 17.82%
DOI
10.1145/3035918.3054773

Incoming Non-self Citations Over Time

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Authors

BibTeX Citation

@inproceedings{mahmood_sigmod17,
        title = {{Query Processing Techniques for Big Spatial-Keyword Data}},
        author = {Mahmood, Ahmed and Aref, Walid G.},
        series = {{SIGMOD} '17},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3035918.3054773},
        url = {https://dl.acm.org/doi/10.1145/3035918.3054773},
        year = {2017}
}

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Outgoing Citations (Sorted by Pagerank)

Showing 20 of 20 cited papers.

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

Rank Cited Paper Year Venue Pagerank
2 R-Trees: A Dynamic Index Structure For Spatial Searching 1984 SIGMOD 0.0020210012
24 Spark SQL: Relational Data Processing in Spark 2015 SIGMOD 0.00054865648
220 Storm @Twitter 2014 SIGMOD 0.00024244587
612 Twitter Heron: Stream Processing at Scale 2015 SIGMOD 0.0001573018
1,441 Efficient Processing of Top-k Spatial Preference Queries 2011 VLDB 0.00010778831
1,819 Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects 2009 VLDB 9.6810907e-05
2,989 Spatial Keyword Query Processing: An Experimental Evaluation 2013 VLDB 7.8896275e-05
3,041 Spatio-Textual Similarity Joins 2013 VLDB 7.8254399e-05
4,486 Collective Spatial Keyword Querying 2011 SIGMOD 6.6693992e-05
4,650 SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window 2016 VLDB 6.5863543e-05
4,711 Reverse Spatial and Textual k Nearest Neighbor Search 2011 SIGMOD 6.5506926e-05
4,715 Efficient Algorithms for Answering the m-Closest Keywords Query 2015 SIGMOD 6.5487034e-05
4,984 SEAL: Spatio-Textual Similarity Search 2012 VLDB 6.412239e-05
5,395 AQWA: Adaptive Query-Workload-Aware Partitioning of Big Spatial Data 2015 VLDB 6.2331619e-05
6,768 DISKs: A System for Distributed Spatial Group Keyword Search on Road Networks 2012 VLDB 5.7790898e-05
6,940 Exact Top-k Nearest Keyword Search in Large Networks 2015 SIGMOD 5.7331991e-05
7,616 TAREEG: A MapReduce-Based Web Service for Extracting Spatial Data from OpenStreetMap 2014 SIGMOD 5.5811298e-05
7,794 Tornado: A Distributed Spatio-Textual Stream Processing System 2015 VLDB 5.5429908e-05
8,823 Querying Geo-Textual Data: Spatial Keyword Queries and Beyond 2016 SIGMOD 5.3624668e-05
9,787 MoDisSENSE: A Distributed Spatio-Temporal and Textual Processing Platform for Social Networking Services 2015 SIGMOD 5.2209769e-05
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