On Decisive Skyline Queries

被引：2

作者：

Vlachou, Akrivi ^{[1
]}

Doulkeridis, Christos ^{[2
]}

Rocha-Junior, Joao B. ^{[3
]}

Norvag, Kjetil ^{[4
]}

机构：

[1] Univ Aegean, Samos, Greece

[2] Univ Piraeus, Piraeus, Greece

[3] Univ Estadual Feira de Santana, Feira De Santana, BA, Brazil

[4] Norwegian Univ Sci & Technol, Trondheim, Norway

来源：

BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2022 | 2022年 / 13428卷

关键词：

Skyline query; Decisive subspaces; Decisive skyline query;

D O I：

10.1007/978-3-031-12670-3_6

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Skyline queries aim to identify a set of interesting objects that balance different user-specified criteria, i.e., that have values as good as possible in all specified criteria. However, objects whose values are good in only a subset of the given criteria are also included in the skyline set, even though they may take arbitrarily bad values in the remaining criteria. To alleviate this shortcoming, we study the decisive subspaces that express the semantics of skyline points and determine skyline membership. We propose a novel query, called decisive skyline query, which retrieves a set of points that balance all specified criteria. Our experimental study shows that the newly proposed query is more informative for the user.

引用

页码：61 / 73

页数：13

共 50 条

[41] An Efficient Multi-layer Grid Method for Skyline Queries in Distributed Environments
Li, He
Jang, Sumin
Yoo, Jaesoo
DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, DASFAA 2011, 2011, 6637 : 112 - 119
[42] An Efficient Grid-Based Framework for Answering Tolerance-Based Skyline Queries
Santoso, Bagus Jati
Chiu, Ge-Ming
Mumpuni, Retno
2015 INTERNATIONAL CONFERENCE ON INFORMATION & COMMUNICATION TECHNOLOGY AND SYSTEMS (ICTS), 2015, : 251 - 256
[43] Efficient Index-Based Approaches for Skyline Queries in Location-Based Applications
Lee, Ken C. K.
Zheng, Baihua
Chen, Cindy
Chow, Chi-Yin
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 25 (11) : 2507 - 2520
[44] On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks
Miao, Xiaoye
Gao, Yunjun
Guo, Su
Chen, Gang
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 30 (09) : 1697 - 1711
[45] Probabilistic Aggregate Skyline Join Queries: Skylines with Aggregate Operations over Existentially Uncertain Relations
Bhattacharya, Arnab
Awate, Shrikant
PROCEEDINGS OF THE 27TH INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT, 2015,
[46] U-Skyline: A New Skyline Query for Uncertain Databases
Liu, Xingjie
Yang, De-Nian
Ye, Mao
Lee, Wang-Chien
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 25 (04) : 945 - 960
[47] Skyline Adaptive Fuzzy Query
Yan, Wei
Zanni-Merk, Cecilia
Rousselot, Francois
KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II: 15TH INTERNATIONAL CONFERENCE, KES 2011, 2011, 6882 : 345 - 354
[48] Skyline recommendation with uncertain preferences
Kagita, Venkateswara Rao
Pujari, Arun K.
Padmanabhan, Vineet
Kumar, Vikas
PATTERN RECOGNITION LETTERS, 2019, 125 : 446 - 452
[49] M-Skyline: Taking sunk cost and alternative recommendation in consideration for skyline query on uncertain data
Zeng, Yifu
Chen, Guo
Li, Kenli
Zhou, Yantao
Zhou, Xu
Li, Keqin
KNOWLEDGE-BASED SYSTEMS, 2019, 163 : 204 - 213
[50] SKYLINE COMPUTATION OF UNCERTAIN DATABASE: A SURVEY
Lawal, Ma'aruf Mohammed
Ibrahim, Hamidah
Sani, Fazlida Mohd
Yaakob, Razali
PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON COMPUTING AND INFORMATICS: EMBRACING ECO-FRIENDLY COMPUTING, 2017, : 84 - 90

← 1 2 3 4 5 →