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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
12004
Venue
VLDB
Year
2019
Pagerank
5.3616725e-05
Overall Rank
8,825 | 39.46%
DOI
10.14778/3339490.3339500

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
8,024 Progressive Join Algorithms Considering User Preference 2021 CIDR 5.5052493e-05
9,900 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD 5.1997534e-05
11,397 rkHit: Representative Query with Uncertain Preference 2023 SIGMOD 5.093636e-05
11,565 tau-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space 2022 SIGMOD 5.093636e-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 0.0010828372
333 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.0002089582
407 PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries 2001 SIGMOD 0.00019021441
1,072 Regret-Minimizing Representative Databases 2010 VLDB 0.0001230281
2,063 Computing k-Regret Minimizing Sets 2014 VLDB 9.2399169e-05
2,427 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 8.5915976e-05
2,571 Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures 2011 SIGMOD 8.4029939e-05
2,730 DADA: A Data Cube for Dominant Relationship Analysis 2006 SIGMOD 8.1977425e-05
2,895 Answering Why-not Questions on Reverse Top-k Queries 2015 VLDB 7.9829449e-05
3,224 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 7.6249441e-05
3,317 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 7.5251856e-05
3,984 Learning User Preferences By Adaptive Pairwise Comparison 2015 VLDB 6.9739437e-05
4,170 Creating Competitive Products 2009 VLDB 6.8543709e-05
4,466 Identifying the Most Influential Data Objects with Reverse Top-k Queries 2010 VLDB 6.6844194e-05
4,514 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD 6.6500719e-05
4,727 Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative 2017 SIGMOD 6.5362946e-05
4,939 Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality 2018 SIGMOD 6.4336325e-05
5,496 Reconciling Skyline and Ranking Queries 2017 VLDB 6.1983381e-05
5,796 Reverse k-Ranks Query 2014 VLDB 6.0859929e-05
5,944 k-Hit Query: Top-k Query with Probabilistic Utility Function 2015 SIGMOD 6.0328749e-05
6,052 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB 5.9941393e-05
6,249 Maximum Rank Query 2015 VLDB 5.9418925e-05
6,830 Global Immutable Region Computation 2014 SIGMOD 5.759977e-05
9,010 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 5.3333957e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 9,900 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD
2 7,299 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD
3 8,281 Efficient Top-K Processing Over Query-Dependent Functions 2008 VLDB
4 12,206 Generating Top-k Packages via Preference Elicitation 2014 VLDB
5 4,514 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD
6 5,465 On Obtaining Stable Rankings 2019 VLDB
7 6,052 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB
8 2,427 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD
9 6,249 Maximum Rank Query 2015 VLDB
10 9,010 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD