Local Model-Agnostic Explanations for Black-box Recommender Systems Using Interaction Graphs and Link Prediction Techniques

Explanations in recommender systems are a requirement to improve users’ trust and experience. Traditionally, explanations in recommender systems are derived from their internal data regarding ratings, item features, and user profiles. However, this information is not available in black-box recommend...

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Bibliographic Details
Main Authors: Marta Caro-Martínez, Guillermo Jiménez-Díaz, Juan A. Recio-García
Format: Article
Language:English
Published: Universidad Internacional de La Rioja (UNIR) 2023-06-01
Series:International Journal of Interactive Multimedia and Artificial Intelligence
Subjects:
Online Access:https://www.ijimai.org/journal/bibcite/reference/3063