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Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects

Summary: Introduces a location-aware top-k retrieval framework combining inverted files for textual relevance with R-trees for spatial proximity. Joint pruning algorithms and indexing variants avoid naive search, yielding scalable performance on geo-tagged web objects. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
10121
Venue
VLDB
Year
2009
Pagerank
9.6810907e-05
Overall Rank
1,819 | 87.53%
DOI
10.14778/1687627.1687666

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{cong_vldb09,
        title = {{Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects}},
        author = {Cong, Gao and Jensen, Christian S. and Wu, Dingming},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687666},
        url = {https://doi.org/10.14778/1687627.1687666},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 37 of 37 citing papers.

Rank Citing Paper Year Venue Pagerank
2,259 Top-k Bounded Diversification 2012 SIGMOD 8.8529269e-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
3,458 Collective Spatial Keyword Queries: A Distance Owner-Driven Approach 2013 SIGMOD 7.3961486e-05
3,534 Location-Aware Type Ahead Search on Spatial Databases: Semantics and Efficiency 2011 SIGMOD 7.3347488e-05
3,646 An Efficient Query Indexing Mechanism for Filtering Geo-Textual Data 2013 SIGMOD 7.2282847e-05
3,794 Keyword-aware Optimal Route Search 2012 VLDB 7.1200794e-05
4,179 Retrieving Top-k Prestige-Based Relevant Spatial Web Objects 2010 VLDB 6.8487923e-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
6,217 Clue-based Spatio-textual Query 2017 VLDB 5.9425753e-05
6,435 Mining Significant Semantic Locations From GPS Data 2010 VLDB 5.8794105e-05
7,006 Topic-based Community Search over Spatial-Social Networks 2020 VLDB 5.726836e-05
7,188 Retrieving Regions of Interest for User Exploration 2014 VLDB 5.6776255e-05
7,378 Maximizing Bichromatic Reverse Spatial and Textual k Nearest Neighbor Queries 2016 VLDB 5.6294729e-05
7,576 Efficient Computation of Top-k Frequent Terms over Spatio-temporal Ranges 2017 SIGMOD 5.593012e-05
7,842 Processing and Optimizing Main Memory Spatial-Keyword Queries 2016 VLDB 5.5333985e-05
8,048 WISK: A Workload-aware Learned Index for Spatial Keyword Queries 2023 SIGMOD 5.5003171e-05
8,740 Finding Attribute-aware Similar Regions for Data Analysis 2019 VLDB 5.3766157e-05
8,823 Querying Geo-Textual Data: Spatial Keyword Queries and Beyond 2016 SIGMOD 5.3624668e-05
9,078 Towards Personalized Maps: Mining User Preferences from Geo-textual Data 2016 VLDB 5.3251649e-05
9,358 SkyGraph: Retrieving Regions of Interest using Skyline Subgraph Queries 2017 VLDB 5.2822032e-05
9,504 Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks 2022 VLDB 5.2585442e-05
10,819 GeoBloom: Revisiting Lightweight Models for Geographic Information Retrieval 2025 VLDB 5.093636e-05
11,378 Effectiveness Perspectives and a Deep Relevance Model for Spatial Keyword Queries 2023 SIGMOD 5.093636e-05
11,439 TASK: An Efficient Framework for Instant Error-tolerant Spatial Keyword Queries on Road Networks 2023 VLDB 5.093636e-05
11,578 Example-based Spatial Pattern Matching 2022 VLDB 5.093636e-05
11,676 Proportionality in Spatial Keyword Search 2021 SIGMOD 5.093636e-05
11,797 SSTD: A Distributed System on Streaming Spatio-Textual Data 2020 VLDB 5.093636e-05
11,979 Query Processing Techniques for Big Spatial-Keyword Data 2017 SIGMOD 5.093636e-05
12,069 YASK: A Why-Not Question Answering Engine for Spatial Keyword Query Services 2016 VLDB 5.093636e-05
12,236 TsingNUS: A Location-Based Service System Towards Live City 2013 SIGMOD 5.093636e-05
12,324 A Moving-Object Index for Efficient Query Processing with Peer-Wise Location Privacy 2012 VLDB 5.093636e-05
13,671 SWORS: A System for the Efficient Retrieval of Relevant Spatial Web Objects 2012 VLDB -
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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.

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