Personalization in a Hypertext Network Based on Recognition of User Activity and Fuzzy Aggregation
Authors: Alfimtsev A.N. , Devyatkov V.V., Sakulin S.A.  | Published: 09.09.2013 |
Published in issue: #3(88)/2012 | |
DOI: | |
Category: Informatics & Computing Technology | |
Keywords: personalization in the hypertext network, fuzzy aggregation, Choquet fuzzy integral, Sugeno fuzzy integral, fuzzy measure |
The method of personalization in the hypertext network, based on the recognition of user activity and fuzzy aggregation, is considered. The advantages of this approach are: the possibility of using two types of fuzzy integrals without the necessity for specifying an expert set of fuzzy measures and the coverage of all stages of the personalization, starting from aggregation of query parameters of a single user and ending with aggregation of individual user profiles in a unified parameter of the group of users.