Investigating Multimodal Features for Video Recommendations at Globoplay

Sistema de Recomendação do Portal gov.br

“…Atualmente, estão presentes em uma grande variedade de contextos do dia a dia de usuários de serviços digitais. Por exemplo, em plataformas de video streaming [Gomez-Uribe e Hunt 2015] [Ferreira et al 2020], propagandas personalizadas exibidas em redes sociais [Gupta et al 2020], sites de viagens [Logesh et al 2018], audio streaming [Semerci et al 2018], e-commerce [Linden et al 2003], dentre outros.…”

Spatio-Temporal Localization of Actors in Video/360-Video and Its Applications

“…It is common to use a collaborative filtering approach for recommending content to a specific user, and this kind of approach does not use any information about the content of the video. It is useful and shows good results when both the video content and user have a consumption history stored (29). However, with new titles being uploaded daily to these platforms associated with their expanding user base, collaborative filtering does not perform well with these new titles and users due to the lack of consumption history (30).…”