CONSTRUCTION OF PATTERNS OF USER PREFERENCES DYNAMICS FOR EXPLANATIONS IN THE RECOMMENDER SYSTEM
The subject of study in the article is the processes of constructing explanations in recommendation systems. Objectives. The goal is to develop a method of constructing patterns that reflect the dynamics of user preferences and provide an opportunity to form an explanation of the recommended list o...
Main Authors: | Serhii Chalyi, Volodymyr Leshchynskyi |
---|---|
Format: | Article |
Language: | English |
Published: |
National Technical University "Kharkiv Polytechnic Institute"
2021-02-01
|
Series: | Сучасні інформаційні системи |
Subjects: | |
Online Access: | http://ais.khpi.edu.ua/article/view/226844/226391 |
Similar Items
-
TEMPORAL REPRESENTATION OF CAUSALITY IN THE CONSTRUCTION OF EXPLANATIONS IN INTELLIGENT SYSTEMS
by: Serhii Chalyi, et al.
Published: (2020-10-01) -
MULTILEVEL PERSONALIZATION OF EXPLANATIONS IN RECOMMENDER SYSTEMS
by: Serhii Chalyi, et al.
Published: (2020-06-01) -
TEMPORAL REPRESENTATION OF THE ESSENCES OF THE SUBJECT AREA FOR THE CONSTRUCTION OF EXPLANATIONS IN INTELLIGENT SYSTEMS
by: Serhii Chalyi, et al.
Published: (2022-07-01) -
CETD: Counterfactual Explanations by Considering Temporal Dependencies in Sequential Recommendation
by: Ming He, et al.
Published: (2023-10-01) -
Recommending Learning Objects with Arguments and Explanations
by: Stella Heras, et al.
Published: (2020-05-01)