A Model for an Emotional Respondent Robot

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dc.authoridBattini Sonmez, Elena/0000-0003-0090-984X
dc.authorwosidBattini Sonmez, Elena/AAZ-6358-2021
dc.contributor.authorSancar, Ayse E.
dc.contributor.authorSonmez, Elena Battini
dc.date.accessioned2024-07-18T20:40:09Z
dc.date.available2024-07-18T20:40:09Z
dc.date.issued2018
dc.departmentİstanbul Bilgi Üniversitesien_US
dc.description3rd International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS) -- SEP 13-16, 2017 -- Manipal Univ, Manipal Inst Technol, Manipal, INDIAen_US
dc.description.abstractThe aim of this study is to design an emotional regulation model based on facial expressions. It is argued that emotions serve a critical function in intelligent behavior and some researchers posed the questions of whether a robot could be intelligent without emotions. As a result, emotion recognition and adequate reaction are essential requirements for enhancing the quality of human robot interaction. This study proposes a computational model of emotion capable of clustering the perceived facial expression, and using cognitive reappraisal to switch its internal state so as to give a human-like reaction over the time. That is, the agent learns the person's facial expression by using Self Organizing Map, and gives it a meaning by mapping the perceived expression into its internal state diagram. As a result, the presented model implements empathy with the aim to enhance human-robot communication.en_US
dc.description.sponsorshipLiverpool John Moores Univen_US
dc.identifier.doi10.1007/978-3-319-67934-1_37
dc.identifier.endpage416en_US
dc.identifier.isbn978-3-319-67934-1
dc.identifier.isbn978-3-319-67933-4
dc.identifier.issn2194-5357
dc.identifier.issn2194-5365
dc.identifier.scopus2-s2.0-85030167102en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage406en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-319-67934-1_37
dc.identifier.urihttps://hdl.handle.net/11411/7000
dc.identifier.volume678en_US
dc.identifier.wosWOS:000449761600037en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer International Publishing Agen_US
dc.relation.ispartofAdvances in Signal Processing and Intelligent Recognition Systemsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleA Model for an Emotional Respondent Roboten_US
dc.typeConference Objecten_US

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