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.
Deldjoo, Y., Schedl, M., Cremonesi, P., Pasi, G. (2018). Content-based multimedia recommendation systems: Definition and application domains. In Proceedings of the 9th Italian Information Retrieval Workshop (pp.1-12). CEUR-WS.
Content-based multimedia recommendation systems: Definition and application domains
Pasi, Gabriella
2018
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.
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