In this article we propose an interactive Web-based movie recommendation system namely MISRec employing object recognition for movie thumbnails. The proposed system carries out object recognition on movie thumbnails or DVD cover-photos in a real-Time manner, and recommends movies based on user's historical preferences and the query intention. Unlike typical preference-based recommendation sys-Tems which provide recommendations merely by using the user's historical preference, MISRec provides a user with a choice to specify her search intention in a user-friendly and interactive manner and to alter/adjust the recommendation results which in turn can lead to increased utility of recommendation and user satisfaction.
Letting users assist what to watch: An interactive query-by-example movie recommendation system / Deldjoo, Yashar; Frà, Cristina; Valla, Massimo; Cremonesi, Paolo. - ELETTRONICO. - 1911:(2017), pp. 63-66. (Intervento presentato al convegno 8th Italian Information Retrieval Workshop, IIR 2017 tenutosi a Lugano, Switzerland nel June 05-07, 2017).
Letting users assist what to watch: An interactive query-by-example movie recommendation system
Yashar Deldjoo
;
2017-01-01
Abstract
In this article we propose an interactive Web-based movie recommendation system namely MISRec employing object recognition for movie thumbnails. The proposed system carries out object recognition on movie thumbnails or DVD cover-photos in a real-Time manner, and recommends movies based on user's historical preferences and the query intention. Unlike typical preference-based recommendation sys-Tems which provide recommendations merely by using the user's historical preference, MISRec provides a user with a choice to specify her search intention in a user-friendly and interactive manner and to alter/adjust the recommendation results which in turn can lead to increased utility of recommendation and user satisfaction.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
