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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 recommen...

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Principais autores: Marta Caro Martínez, Guillermo Jiménez Díaz, Juan A. Recio García
Format: Artigo
Sprog:Inglês
Udgivet: Universidad Internacional de La Rioja (UNIR) 2023-06-01
Serier:International Journal of Interactive Multimedia and Artificial Intelligence
Fag:
Artificial Intelligence
Graphs
Link Prediction
Recommendation Systems
Online adgang:https://www.ijimai.org/index.php/ijimai/article/view/438
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