Title :
Uncertain dynamic skyline queries for uncertain databases
Author :
ZhiBang Yang; XiaoNiu Yang;Xu Zhou
Author_Institution :
Science and Technology on Communication Information Security Control Laboratory, Zhejiang, Jiaxing 314001, China
Abstract :
In this paper, we research the relationship between the probabilistic products and customer preferences, which has not been studied before. In order to find out products which can meet a customer´s maximum demand, we present an uncertain dynamic skyline (UDS) query, and propose effective pruning strategies to reduce the search space of the UDS query processing. In addition, effective algorithms are presented by integrating the proposed pruning strategies. Extensive experiments illustrate the efficiency and effectiveness of our proposed algorithms with a variety of experiments settings.
Keywords :
"Probabilistic logic","Vehicle dynamics","Heuristic algorithms","Vehicles","Databases","Information security","Context"
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2015 12th International Conference on
DOI :
10.1109/FSKD.2015.7382219