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dc.contributor.author Castagnos, Sylvain en
dc.contributor.author Marchal, Florian en
dc.contributor.author Bertrand, Alexandre en
dc.contributor.author Colle, Morgane en
dc.contributor.author Mahmoudi, Djalila en
dc.date.accessioned 2019-04-07T07:56:41Z
dc.date.available 2019-04-07T07:56:41Z
dc.date.issued 2019-04-07
dc.identifier.uri http://hdl.handle.net/11400/20261
dc.rights Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/us/ *
dc.title Inferring Art Preferences from Gaze Exploration in a Museum en
heal.type conferenceItem
heal.language en
heal.access free
heal.publicationDate 2019
heal.bibliographicCitation Sylvain Castagnos, Florian Marchal, Alexandre Bertrand, Morgane Colle and Djalila Mahmoudi (2019), "Inferring Art Preferences from Gaze Exploration in a Museum", 10th Workshop on Personalized Access to Cultural Heritage (PATCH2019), in conjunction with the 27th ACM Conference on User Modelling, Adaptation and Personalization UMAP2019. Larnaca, Cyprus, June 2019 en
heal.abstract This paper is a first step towards identifying the links between the characteristics of gaze behaviour and visitor preferences in a museum. In the long term, the real-time analysis of visitors' gaze should allow a fine estimation of their interest for the different artworks exhibited and should replace the fastidious and time-consuming elicitation of preferences commonly used in traditional recommender systems. To study these links, we carried out a user study at the Nancy Museum of Fine Arts in the North-East of France. This pilot study involved 13 volunteers who had the opportunity to freely explore the museum and contemplate hundreds of artworks for more than 50 minutes on average in May 2018. We were able to analyze millions of fixation points so as to find correlations between the number of fixation points per painting, the time spent looking at a painting, and whether or not this painting is appreciated. We plan to extend this study to 100 visitors in the coming months. en
heal.sponsor This publication is part of a project that has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 693150 en
heal.fullTextAvailability false
heal.conferenceName 10th Workshop on Personalized Access to Cultural Heritage (PATCH2019), in conjunction with the 27th ACM Conference on User Modelling, Adaptation and Personalization UMAP2019. en
heal.conferenceItemType full paper


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Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες Except where otherwise noted, this item's license is described as Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες