دورية أكاديمية

A Formal Concept Analysis Approach to Cooperative Conversational Recommendation

التفاصيل البيبلوغرافية
العنوان: A Formal Concept Analysis Approach to Cooperative Conversational Recommendation
المؤلفون: Pablo Cordero, Manuel Enciso, Ángel Mora, Manuel Ojeda-Aciego, Carlos Rossi
المصدر: International Journal of Computational Intelligence Systems, Vol 13, Iss 1 (2020)
بيانات النشر: Springer, 2020.
سنة النشر: 2020
المجموعة: LCC:Electronic computers. Computer science
مصطلحات موضوعية: Formal concept analysis, Simplification logic, Conversational recommender systems, Group recommender systems, Electronic computers. Computer science, QA75.5-76.95
الوصف: We focus on the development of a method to guide the choice of a set of users in an environment where the number of features describing the items is high and user interaction becomes laborious. Using the framework of formal concept analysis, particularly the notion of implication between attributes, we propose a method strongly based on logic which allows to manage the users' preferences by following a conversational paradigm. Concerning complexity, to build the conversation and provide updated information based on the users' previous actions (choices) the method has polynomial delay.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 1875-6883
Relation: https://www.atlantis-press.com/article/125943387/view; https://doaj.org/toc/1875-6883
DOI: 10.2991/ijcis.d.200806.001
URL الوصول: https://doaj.org/article/40d0e145e1d240de8e194ae0f18d9a31
رقم الأكسشن: edsdoj.40d0e145e1d240de8e194ae0f18d9a31
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:18756883
DOI:10.2991/ijcis.d.200806.001