Engineering affective computing: a unifying software architecture
| dc.rights.license | open | en_US |
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| hal.structure.identifier | ESTIA - Institute of technology [ESTIA] | |
| dc.contributor.author | CLAY, Alexis | |
| hal.structure.identifier | Laboratoire Bordelais de Recherche en Informatique [LaBRI] | |
| hal.structure.identifier | ESTIA - Institute of technology [ESTIA] | |
| dc.contributor.author | COUTURE, Nadine
ORCID: 0000-0001-7959-5227 IDREF: 111534275 | |
| hal.structure.identifier | Communication Langagière et Interaction Personne-Système [CLIPS - IMAG] | |
| dc.contributor.author | NIGAY, Laurence | |
| dc.date.accessioned | 2025-03-28T09:29:02Z | |
| dc.date.available | 2025-03-28T09:29:02Z | |
| dc.date.issued | 2009-12-08 | |
| dc.date.conference | 2009-09-10 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/205746 | |
| dc.description.abstractEn | In the field of affective computing, one of the most exciting motivations is to enable a computer to sense users' emotions. To achieve this goal an interactive application has to incorporate emotional sensitivity. Following an engineering approach, the key point is then to define a unifying software architecture that allows any interactive system to become emotionally sensitive. Most research focus on identifying and validating interpretation systems and/or emotional characteristics from different modalities. However, there is little focus on modeling generic software architecture for emotion recognition. Therefore, we propose an integrative approach and define such a generic software architecture based on the grounding theory of multimodality. We state that emotion recognition should be multimodal and serve as a tool for interaction. As such, we use results on multimodality in interactive applications to propose the emotion branch, a component-based architecture model for emotion recognition systems that integrates itself within general models for interactive systems. The emotion branch unifies existing emotion recognition applications architectures following the usual three-level schema: capturing signals from sensors, extracting and analyzing emotionally-relevant characteristics from the obtained data and interpreting these characteristics into an emotion. We illustrate the feasibility and the advantages of the emotion branch with a test case that we developed for gesture-based emotion recognition. | |
| dc.language.iso | EN | en_US |
| dc.title.en | Engineering affective computing: a unifying software architecture | |
| dc.type | Communication dans un congrès | en_US |
| dc.identifier.doi | 10.1109/ACII.2009.5349541 | en_US |
| dc.subject.hal | Informatique [cs]/Interface homme-machine [cs.HC] | en_US |
| bordeaux.page | 1-6 | en_US |
| bordeaux.hal.laboratories | ESTIA - Recherche | en_US |
| bordeaux.institution | Université de Bordeaux | en_US |
| bordeaux.conference.title | 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. | en_US |
| bordeaux.country | nl | en_US |
| bordeaux.title.proceeding | Affective Computing and Intelligent Interaction (ACII 2009) | en_US |
| bordeaux.conference.city | Amsterdam | en_US |
| bordeaux.import.source | hal | |
| hal.identifier | hal-00408182 | |
| hal.version | 1 | |
| hal.invited | non | en_US |
| hal.proceedings | oui | en_US |
| hal.conference.end | 2009-09-12 | |
| hal.popular | non | en_US |
| hal.audience | Internationale | en_US |
| hal.export | false | |
| workflow.import.source | hal | |
| dc.rights.cc | Pas de Licence CC | en_US |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2009-12-08&rft.spage=1-6&rft.epage=1-6&rft.au=CLAY,%20Alexis&COUTURE,%20Nadine&NIGAY,%20Laurence&rft.genre=unknown |
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