计算机工程与科学2017,Vol.39Issue(11):2139-2144,6.DOI:10.3969/j.issn.1007-130X.2017.11.024
直觉犹豫模糊集的相关系数在群推荐中的应用
Correlation coefficients of intuitionistic hesitant fuzzy sets and their applications in group recommendation
摘要
Abstract
There are some group recommendation systems which are described by the information of intuitionistic hesitant fuzzy sets (IHFS).Fristly,in view of the problems existing in the calculation of the similarity between two intuitionistic hesitant fuzzy sets by distance formula,we define the concept of correlation coefficient of the intuitionistic hesitant fuzzy set.Secondly,we apply the correlation coefficient measures to group recommendation under the intuitionistic hesitant fuzzy environment,and analyze the difference between the formulas of the correlation coefficient and the distance formulas.Finally,a practical example of movie recommendation is given to demonstrate the practicality and effectiveness of the proposed approach.关键词
相关系数/直觉犹豫模糊集/聚类分析/群推荐Key words
correlation coefficient/intuitionistic hesitant fuzzy set/clustering analysis/group recommendation分类
管理科学引用本文复制引用
陈秀明,钱丽,胡贤德,李敬明,张怡文..直觉犹豫模糊集的相关系数在群推荐中的应用[J].计算机工程与科学,2017,39(11):2139-2144,6.基金项目
安徽省教育厅自然科学基金(KJ2015A300,KJ2016A304,KJ2016A308) (KJ2015A300,KJ2016A304,KJ2016A308)
国家大学生创新项目(201312216006,201412216026,201512216009) (201312216006,201412216026,201512216009)