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Creating Top Ranking Options in the Continuous Option and Preference Space

Summary: Competitive option placement for a continuum of preferences: given a target region, compute the new option's attributes to guarantee top-k ranks there. Novel interlinking of the continuous preference space and the option domain yields exact top-k results with practical response times. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h8a16afb7e587593e
Venue
VLDB
Year
2019
Pagerank
5.2221152e-05
Overall Rank
9,020 | 39.54%
DOI
10.14778/3339490.3339500
PDF
Download (CC BY-NC-ND 4.0)

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{tang_vldb19,
        title = {{Creating Top Ranking Options in the Continuous Option and Preference Space}},
        author = {Tang, Bo and Mouratidis, Kyriakos and Yiu, Man Lung and Chen, Zhenyu},
        journal = {PVLDB},
        series = {{VLDB} '19},
        volume = {12},
        number = {10},
        pages = {1181--1194},
        doi = {10.14778/3339490.3339500},
        url = {https://doi.org/10.14778/3339490.3339500},
        year = {2019}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
8,071 Progressive Join Algorithms Considering User Preference 2021 CIDR 5.3800399e-05
10,125 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD 5.0638787e-05
11,764 rkHit: Representative Query with Uncertain Preference 2023 SIGMOD 4.9605343e-05
11,924 tau-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space 2022 SIGMOD 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 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 0.0010688884
344 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.00020463118
419 PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries 2001 SIGMOD 0.00018558415
1,092 Regret-Minimizing Representative Databases 2010 VLDB 0.00012052099
2,119 Computing k-Regret Minimizing Sets 2014 VLDB 8.9989036e-05
2,495 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 8.3676654e-05
2,628 Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures 2011 SIGMOD 8.1859431e-05
2,795 DADA: A Data Cube for Dominant Relationship Analysis 2006 SIGMOD 7.9865595e-05
2,975 Answering Why-not Questions on Reverse Top-k Queries 2015 VLDB 7.7807277e-05
3,291 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 7.4370263e-05
3,391 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 7.3290724e-05
4,105 Learning User Preferences By Adaptive Pairwise Comparison 2015 VLDB 6.7918403e-05
4,258 Creating Competitive Products 2009 VLDB 6.683217e-05
4,565 Identifying the Most Influential Data Objects with Reverse Top-k Queries 2010 VLDB 6.5178554e-05
4,634 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD 6.476894e-05
4,856 Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative 2017 SIGMOD 6.3655902e-05
5,092 Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality 2018 SIGMOD 6.2656058e-05
5,640 Reconciling Skyline and Ranking Queries 2017 VLDB 6.0377965e-05
5,930 Reverse k-Ranks Query 2014 VLDB 5.9276255e-05
6,081 k-Hit Query: Top-k Query with Probabilistic Utility Function 2015 SIGMOD 5.8755708e-05
6,191 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB 5.8388106e-05
6,392 Maximum Rank Query 2015 VLDB 5.786744e-05
6,992 Global Immutable Region Computation 2014 SIGMOD 5.609582e-05
9,207 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 5.1943724e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 10,125 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD
2 7,413 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD
3 12,546 Generating Top-k Packages via Preference Elicitation 2014 VLDB
4 8,473 Efficient Top-K Processing Over Query-Dependent Functions 2008 VLDB
5 4,634 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD
6 5,624 On Obtaining Stable Rankings 2019 VLDB
7 6,191 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB
8 2,495 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD
9 6,392 Maximum Rank Query 2015 VLDB
10 9,207 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD