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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
5.2419215e-05
Overall Rank
8,993 | 39.54%
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
8,048 Progressive Join Algorithms Considering User Preference 2021 CIDR 5.4004443e-05
10,086 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD 5.0830849e-05
11,712 rkHit: Representative Query with Uncertain Preference 2023 SIGMOD 4.9793485e-05
11,874 tau-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space 2022 SIGMOD 4.9793485e-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 0.0010679641
342 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.00020530255
418 PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries 2001 SIGMOD 0.00018617842
1,087 Regret-Minimizing Representative Databases 2010 VLDB 0.00012097722
2,105 Computing k-Regret Minimizing Sets 2014 VLDB 9.0330207e-05
2,485 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 8.3993865e-05
2,620 Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures 2011 SIGMOD 8.2168186e-05
2,786 DADA: A Data Cube for Dominant Relationship Analysis 2006 SIGMOD 8.0165674e-05
2,955 Answering Why-not Questions on Reverse Top-k Queries 2015 VLDB 7.8102237e-05
3,281 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 7.4583561e-05
3,379 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 7.3568458e-05
4,082 Learning User Preferences By Adaptive Pairwise Comparison 2015 VLDB 6.8176001e-05
4,241 Creating Competitive Products 2009 VLDB 6.7085648e-05
4,547 Identifying the Most Influential Data Objects with Reverse Top-k Queries 2010 VLDB 6.5425744e-05
4,614 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD 6.5014577e-05
4,831 Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative 2017 SIGMOD 6.3897334e-05
5,068 Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality 2018 SIGMOD 6.2893698e-05
5,626 Reconciling Skyline and Ranking Queries 2017 VLDB 6.0606965e-05
5,913 Reverse k-Ranks Query 2014 VLDB 5.9500931e-05
6,065 k-Hit Query: Top-k Query with Probabilistic Utility Function 2015 SIGMOD 5.8978409e-05
6,176 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB 5.8609559e-05
6,378 Maximum Rank Query 2015 VLDB 5.8086918e-05
6,971 Global Immutable Region Computation 2014 SIGMOD 5.6308579e-05
9,172 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 5.2140475e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 10,086 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD
2 7,394 Efficient and Generic Evaluation of Ranked Queries 2011 SIGMOD
3 8,449 Efficient Top-K Processing Over Query-Dependent Functions 2008 VLDB
4 12,497 Generating Top-k Packages via Preference Elicitation 2014 VLDB
5 4,614 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD
6 5,610 On Obtaining Stable Rankings 2019 VLDB
7 6,176 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB
8 2,485 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD
9 6,378 Maximum Rank Query 2015 VLDB
10 9,172 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD