Publication: Watashi: sistema de recomendación de anime basado en contenido
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2022-02
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Abstract
Los sistemas de recomendación se han convertido en herramientas que están muy presentes en nuestra vida diaria. Todos los días disfrutamos de las recomendaciones de nuevo contenido o productos en plataformas como Netflix, YouTube, Spotify o Amazon. Estas, a su vez, son conscientes de la importancia de contar con un buen sistema de recomendación. Según Todd Yellin, vicepresidente de innovación de productos de Netflix, aproximadamente el 80% de sus suscriptores confían y siguen las sugerencias del algoritmo de recomendación que emplea su servicio.
Para este trabajo, nos hemos enfocado en desarrollar una alternativa al sistema de sugerencias proporcionado por MyAnimeList, la mayor comunidad virtual de catalogación y red social de anime y manga en occidente, naciendo de esta manera Watashi.
Watashi es una aplicación web de recomendación de anime. Implementa un sistema de recomendación basado en contenido que tiene en cuenta las características de los animes que el usuario ha completado y calificado con anterioridad.
Watashi (私) significa “yo” en japonés, porque quien mejor que tú mismo sabe qué tipo de animes te pueden gustar.
Recommendation systems have become tools that are very present in our daily lives. Every day we enjoy the recommendations of new content or products on platforms such as Netflix, YouTube, Spotify or Amazon. These, in turn, are aware of the importance of having a good recommendation system. According to Todd Yellin, vice president of product innovation at Netflix, approximately 80% of their subscribers trust and follow the suggestions of the recommendation algorithm used by their service. For this work, we focused on developing an alternative to the suggestion system provided by MyAnimeList, the largest online anime and manga cataloging community and social network in the West, thus giving birth to Watashi. Watashi is an anime recommendation web application. It implements a content-based recommendation system that takes into account the characteristics of the anime that the user has previously completed and rated. Watashi (私) means "I" in Japanese, because who better than yourself knows what kind of anime you might like.
Recommendation systems have become tools that are very present in our daily lives. Every day we enjoy the recommendations of new content or products on platforms such as Netflix, YouTube, Spotify or Amazon. These, in turn, are aware of the importance of having a good recommendation system. According to Todd Yellin, vice president of product innovation at Netflix, approximately 80% of their subscribers trust and follow the suggestions of the recommendation algorithm used by their service. For this work, we focused on developing an alternative to the suggestion system provided by MyAnimeList, the largest online anime and manga cataloging community and social network in the West, thus giving birth to Watashi. Watashi is an anime recommendation web application. It implements a content-based recommendation system that takes into account the characteristics of the anime that the user has previously completed and rated. Watashi (私) means "I" in Japanese, because who better than yourself knows what kind of anime you might like.
Description
Trabajo Fin de Grado en Ingeniería del Software, Facultad de Informática UCM, Departamento de Sistemas Informáticos y Computación, Curso 2021/2022, Repositorio de GitHub: https://github.com/alvaro311/Watashi