作者
Jesus Serrano-Guerrero, Francisco P Romero, Jose A Olivas
发表日期
2022/1
期刊
Cognitive Computation
卷号
14
期号
1
页码范围
194-211
出版商
Springer US
简介
The overall rating of an opinion can generally be considered as the aggregation of the individual ratings of all features of that opinion. Nevertheless, there are cases in which the overall rating differs substantially from the mean or weighted mean of the ratings of the individual features. These cases can be explained in terms of user mood. To address this problem, this study introduces a fuzzy framework for computing user mood based on SenticNet and sentic patterns, which are used to guide an ordered weighted averaging operator. This operator allows the aggregation to be computed in such a way as to provide an understanding of why some positive or negative aspects are considered to a greater or lesser extent. The performance and advantages of this proposal are illustrated in depth via a variety of scenarios applied to real data. The results show a promising framework applicable to other tools, such as …
引用总数
20212022202320244584
学术搜索中的文章
J Serrano-Guerrero, FP Romero, JA Olivas - Cognitive Computation, 2022