The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation

M. Riegler, Concetto Spampinato, M.A. Larson, Pål Halvorsen, Carsten Griwodz

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

3 Citations (Scopus)
30 Downloads (Pure)

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.
Original languageEnglish
Title of host publicationProceedings of the MediaEval Workshop 2016
EditorsG. Gravier, C.H. Demarty, H. Bredin, B. Ionescu, C. Boididou, E. Deallandrea, J. Choi, M. Riegler, R. Sutcliffe, M. Larson, I. Szoke, G.J.F. Jones
Place of PublicationAachen
PublisherCEUR-WS
Pages1-3
Number of pages3
Publication statusPublished - 2016
EventMediaEval 2016: Multimedia Benchmark Workshop - Hilversum, Netherlands
Duration: 20 Oct 201621 Oct 2016
http://www.multimediaeval.org/mediaeval2016/

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR
Volume1739
ISSN (Electronic)1613-0073

Conference

ConferenceMediaEval 2016
CountryNetherlands
CityHilversum
Period20/10/1621/10/16
Internet address

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