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dc.contributor.authorKaklauskas, Artūras
dc.contributor.authorGudauskas, Renaldas
dc.contributor.authorKozlovas, Matas
dc.contributor.authorPečiūrė, Lina
dc.contributor.authorLepkova, Natalija
dc.contributor.authorČerkauskas, Justas
dc.contributor.authorBanaitis, Audrius
dc.date.accessioned2023-09-18T16:46:41Z
dc.date.available2023-09-18T16:46:41Z
dc.date.issued2016
dc.identifier.issn1220-1766
dc.identifier.other(BIS)VGT02-000031806
dc.identifier.urihttps://etalpykla.vilniustech.lt/handle/123456789/116517
dc.description.abstractPeople watching a video can almost always suppress their speech but they cannot suppress their body language and manage their physiological and behavioral parameters. Affects/emotions, sensory processing, actions/motor behavior and motivation link to the limbic system responsible for instinctive and instantaneous human reactions to their environment or to other people. Limbic reactions are immediate, sure, time-tested and occur among all people. Such reactions are highly spontaneous and reflect the video viewer’s real feelings and desires, rather than deliberately calculated ones. The limbic system also links to emotions, usually conveyed by facial expressions and movements of legs, arms and/or other body parts. All physiological and behavioral parameters require consideration to determine a video viewer’s emotions and wishes. This is the reason an Affect-based multimodal video recommendation system (ARTIST), developed by the authors of the article, is very suitable. The ARTIST was developed and fine-tuned during the course of conducting the TEMPUS project “Reformation of the Curricula on Built Environment in the Eastern Neighbouring Area”. ARTIST can analyze the facial expressions and physiological parameters of a viewer while watching a video. An analysis of a video viewer’s facial expressions and physiological parameters leads to better control over alternative sequences of film clips for a video clips. It can even prompt ending the video, if nothing suitable for the viewer is available in the database. This system can consider a viewer’s emotions (happy, sad, angry, surprised, scared, disgusted and neutral) and choose rational video clips in real time. The analysis of a video viewer’s facial expressions and physiological parameters can indicate possible offers to viewers for video clips they prefer at the moment.eng
dc.format.extentp. 5-14
dc.format.mediumtekstas / txt
dc.language.isoeng
dc.relation.isreferencedbyDOAJ
dc.relation.isreferencedbyINSPEC
dc.relation.isreferencedbyScience Citation Index Expanded (Web of Science)
dc.source.urihttp://sic.ici.ro/?page_id=6937
dc.subjectIK02 - Išmaniosios komunikacijų technologijos / Smart communication technologies
dc.titleAn affect-based multimodal video recommendation system
dc.typeStraipsnis Web of Science DB / Article in Web of Science DB
dcterms.references25
dc.type.pubtypeS1 - Straipsnis Web of Science DB / Web of Science DB article
dc.contributor.institutionVilniaus Gedimino technikos universitetas
dc.contributor.institutionLietuvos nacionalinė Martyno Mažvydo biblioteka
dc.contributor.facultyStatybos fakultetas / Faculty of Civil Engineering
dc.contributor.facultyInformacinių technologijų ir sistemų centras / The Centre of Information Technology and Systems
dc.contributor.departmentProgramavimo skyrius / Programming Centre
dc.subject.researchfieldS 003 - Vadyba / Management
dc.subject.researchfieldT 002 - Statybos inžinerija / Construction and engineering
dc.subject.researchfieldT 007 - Informatikos inžinerija / Informatics engineering
dc.subject.ltspecializationsL104 - Nauji gamybos procesai, medžiagos ir technologijos / New production processes, materials and technologies
dc.subject.enFacial expressions
dc.subject.enPhysiological video retrieval
dc.subject.enAffect-based
dc.subject.enMultimodal
dc.subject.enVideo recommendation system
dc.subject.enTEMPUS CENEAST project
dcterms.sourcetitleStudies in Informatics and Control
dc.description.issueiss. 1
dc.description.volumeVol. 25
dc.publisher.nameNational Institute for Research & Development in Informatics
dc.publisher.cityBucharest
dc.identifier.doi000372945700001
dc.identifier.elaba19650330


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