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Social Relations and Methods in Recommender Systems: A Systematic Review
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-06)
With the constant growth of information, data sparsity problems, and cold start have become a complex problem in obtaining accurate recommendations. Currently, authors consider the user's historical behavior and find ...
Promoting Social Media Dissemination of Digital Images Through CBR-Based Tag Recommendation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2022-09)
Multimedia content has become an essential tool to share knowledge, sell products or disseminate messages. Some social networks use multimedia content to promote information and create social communities. In order to ...
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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