The goal of this work is to formally provide a general definition of a multimedia recommendation system (MMRS), in particular a content-based MMRS (CB-MMRS), and to shed light on different applications of multimedia content for solving a variety of tasks related to recommendation. We would like to disambiguate the fact that multimedia recommendation is not only about recommending a particular media type (e.g., music, video), rather there exists a variety of other applications in which the analysis of multimedia input can be usefully exploited to provide recommendations of various kinds of information.
Content-based multimedia recommendation systems: Definition and application domains / Deldjoo, Yashar; Schedl, Markus; Cremonesi, Paolo; Pasimeni, Gabriella. - ELETTRONICO. - 2140:(2018). (Intervento presentato al convegno 9th Italian Information Retrieval Workshop, IIR 2018 tenutosi a Roma, Italy nel May 28-30, 2018).
Content-based multimedia recommendation systems: Definition and application domains
Yashar Deldjoo;Gabriella Pasi
2018-01-01
Abstract
The goal of this work is to formally provide a general definition of a multimedia recommendation system (MMRS), in particular a content-based MMRS (CB-MMRS), and to shed light on different applications of multimedia content for solving a variety of tasks related to recommendation. We would like to disambiguate the fact that multimedia recommendation is not only about recommending a particular media type (e.g., music, video), rather there exists a variety of other applications in which the analysis of multimedia input can be usefully exploited to provide recommendations of various kinds of information.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.