The MediaEval 2016 Context of Experience Task

Recommending Videos Suiting a Watching Situation

Conference paper (2016)

Authors

M.A. Riegler Universitetet i Oslo, Simula Research Laboratory
Concetto Spampinato University of Catania
M.A. Larson , Radboud Universiteit Nijmegen
Pål Halvorsen Universitetet i Oslo, Simula Research Laboratory
Carsten Griwodz Simula Research Laboratory, Universitetet i Oslo
Copyright: © 2016 M.A. Riegler, Concetto Spampinato, M.A. Larson, Pål Halvorsen, Carsten Griwodz
More Info
expand_more

Published Date

2016

Language

English

Reuse Rights

Other than for strictly personal use, it is not permitted to download, forward or distribute the text or part of it, without the consent of the author(s) and/or copyright holder(s), unless the work is under an open content license such as Creative Commons.

Abstract

In this paper we present an overview of the Context of ExperienceTask: recommending videos suiting a watching situationwhich is part of the MediaEval 2016 Benchmark. Theaim of the task is to explore multimedia content that iswatched under a certain situation. The scope of the thisyears task lies on movies watched during a flight. We hypothesizethat users will have different preferences for moviesthat are watched during a flight compared to when a movieis watched at home or the cinema. This is most probablyinfluenced by the context and the devices used to watch. Inthe case of being on a flight, the context is clearly differentto normal situation (noise, compact, bad air) and also thedevices differ (small screens, bad audio quality). The maingoal of the task is to estimate if a person would like to watcha certain movie on the airplane or not. As dataset we providea large collection of movies, collected from an airline,including pre-extracted visual, text and audio features.

Files

11547249.pdf
(.pdf | 3.67 Mb)