k-dominant Skyline query algorithm for dynamic datasets

被引:4
|
作者
Zheng, Zhiyun [1 ]
Ruan, Ke [1 ]
Yu, Mengyao [1 ]
Zhang, Xingjin [1 ]
Wang, Ning [1 ]
Li, Dun [1 ]
机构
[1] Zhengzhou Univ, Sch Informat Engn, Zhengzhou 450001, Peoples R China
基金
国家重点研发计划;
关键词
multi-objective decision; Skyline queries; k-dominant Skyline queries; dynamic datasets;
D O I
10.1007/s11704-020-9246-2
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
At present, most k-dominant Skyline query algorithms are oriented to static datasets, this paper proposes a k-dominant Skyline query algorithm for dynamic datasets. The algorithm is recursive circularly. First, we compute the dominant ability of each object and sort objects in descending order by dominant ability. Then, we maintain an inverted index of the dominant index by k-dominant Skyline point calculation algorithm. When the data changes, it is judged whether the update point will affect the k-dominant Skyline point set. So the k-dominant Skyline point of the new data set is obtained by inserting and deleting algorithm. The proposed algorithm resolves maintenance issue of a frequently updated database by dynamically updating the data sets.The experimental results show that the query algorithm can effectively improve query efficiency.
引用
收藏
页数:9
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