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DeepFair: Deep Learning for Improving Fairness in Recommender Systems
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2021-06)
The lack of bias management in Recommender Systems leads to minority groups receiving unfair recommendations. Moreover, the trade-off between equity and precision makes it difficult to obtain recommendations that meet both ...
Neural Collaborative Filtering Classification Model to Obtain Prediction Reliabilities
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
Neural collaborative filtering is the state of art field in the recommender systems area; it provides some models that obtain accurate predictions and recommendations. These models are regression-based, and they just
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