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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
5.23944e-05
Overall Rank
9,002 | 39.50%
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
8,054 Progressive Join Algorithms Considering User Preference 2021 CIDR 5.3978878e-05
10,091 On m-Impact Regions and Standing Top-k Influence Problems 2021 SIGMOD 5.0806786e-05
11,718 rkHit: Representative Query with Uncertain Preference 2023 SIGMOD 4.9769913e-05
11,880 tau-LevelIndex: Towards Efficient Query Processing in Continuous Preference Space 2022 SIGMOD 4.9769913e-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 0.0010679903
342 The Onion Technique: Indexing for Linear Optimization Queries 2000 SIGMOD 0.00020520649
418 PREFER: A System for the Efficient Execution of Multiparametric Ranked Queries 2001 SIGMOD 0.00018609134
1,087 Regret-Minimizing Representative Databases 2010 VLDB 0.00012092041
2,106 Computing k-Regret Minimizing Sets 2014 VLDB 9.0287481e-05
2,485 Processing a Large Number of Continuous Preference Top-k Queries 2012 SIGMOD 8.3954142e-05
2,621 Ranking with Uncertain Scoring Functions: Semantics and Sensitivity Measures 2011 SIGMOD 8.2130891e-05
2,786 DADA: A Data Cube for Dominant Relationship Analysis 2006 SIGMOD 8.0127919e-05
2,958 Answering Why-not Questions on Reverse Top-k Queries 2015 VLDB 7.80653e-05
3,282 Kernel-Based Skyline Cardinality Estimation 2009 SIGMOD 7.4548746e-05
3,380 Ad-hoc Top-k Query Answering for Data Streams 2007 VLDB 7.353368e-05
4,083 Learning User Preferences By Adaptive Pairwise Comparison 2015 VLDB 6.8143727e-05
4,242 Creating Competitive Products 2009 VLDB 6.705389e-05
4,548 Identifying the Most Influential Data Objects with Reverse Top-k Queries 2010 VLDB 6.5394775e-05
4,616 Branch-and-Bound Algorithm for Reverse Top-k Queries 2013 SIGMOD 6.4983802e-05
4,833 Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative 2017 SIGMOD 6.3867086e-05
5,071 Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality 2018 SIGMOD 6.2863925e-05
5,627 Reconciling Skyline and Ranking Queries 2017 VLDB 6.0578274e-05
5,916 Reverse k-Ranks Query 2014 VLDB 5.9472799e-05
6,066 k-Hit Query: Top-k Query with Probabilistic Utility Function 2015 SIGMOD 5.8950525e-05
6,178 Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings 2018 VLDB 5.8581814e-05
6,382 Maximum Rank Query 2015 VLDB 5.805942e-05
6,972 Global Immutable Region Computation 2014 SIGMOD 5.6281923e-05
9,181 Determining the Impact Regions of Competing Options in Preference Space 2017 SIGMOD 5.2115802e-05
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