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Publications from 2020 and before are not direct results of the SFI MediaFutures, but are key results from our team members working on related topics in MediaFutures.

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2021

Recommending Videos in Cold Start With Automatic Visual Tags Proceeding

Mehdi Elahi; Farshad B. Moghaddam; Reza Hosseini; Mohammad Hossein Rimaz; Nabil El Ioini; Marko Tkalcic; Christoph Trattner; Tammam Tillo

29th Conference on User Modeling, Adaptation and Personalization conference (UMAP 2021) Utrecht, the Netherlands, 2021.

Abstract | BibTeX | Tags: Cold Start, New, Recommender systems, Visual features, Visual tags, WP2: User Modeling Personalization and Engagement | Links:

2020

Addressing the New Item problem in video recommender systems by incorporation of visual features with restricted Boltzmann machines. Journal Article

Naieme Hazrati; Mehdi Elahi

Expert Systems, e12645 , pp. 1-20, 2020, (Pre SFI).

Abstract | BibTeX | Tags: Cold Start, Multimedia, New Item, Recommender systems, Visually Aware, WP2: User Modeling Personalization and Engagement | Links:

2016

A survey of active learning in collaborative filtering recommender systems Journal Article

Mehdi Elahi; Francesco Ricci; Neil Rubens

Computer Science Review, 20 , pp. 29-50, 2016, (Pre SFI).

Abstract | BibTeX | Tags: Active Learning, Cold Start, Collaborative filtering, New Start, New User, Preference Elicitation, Rating Elicitation, Recommender system, WP2: User Modeling Personalization and Engagement | Links: