Eyempact: a low-cost system for integrated eye tracking and physiology analysis

Detalhes bibliográficos
Autor(a) principal: Martins, Francisco Henriques
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/29664
Resumo: The usual signal to evaluate human attention is eye tracking. Beyond this, bioelectrical signals are also used in this context. The field of research that studies human attention, as well as human behavior and emotions, using these signals is called psychophysiology. Psychophysiological studies usually make use of movies or images to trigger emotions, feelings and behaviors. However, the participants do not always pay the expected attention to the stimulus, which may be justified by the stimulus itself. This avoidance behavior, if not intended at all, can have a negative influence on the psychophysiological and behavioral evaluation a posteriori. Therefore, it is important to understand the effective attention of the participant in the entire experience and have special caution in idealization and designing of said experience. The objective of this work is to provide a set of software tools, the Eyempact system, to evaluate the impact of visual stimuli (static images or movies) on participants, using eye tracking (Tobii eye tracker). Other physiological variables are also monitored (ECG, EDA, EMG using BITalino board). Eyempact is capable of (1) synchronously acquire all this information, and (2) provide a comprehensive offline review environment to support domain specific analysis, namely by psychophysiology features identification. The system was successfully utilized in a case study, the review environment was very useful to visually evaluate specific participant sessions and to export data metrics and measurements for the data analysis presented in this document.
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spelling Eyempact: a low-cost system for integrated eye tracking and physiology analysisEye trackingLow-cost systemVisual attentionPhysiological monitoringPsychophysiology assessmentThe usual signal to evaluate human attention is eye tracking. Beyond this, bioelectrical signals are also used in this context. The field of research that studies human attention, as well as human behavior and emotions, using these signals is called psychophysiology. Psychophysiological studies usually make use of movies or images to trigger emotions, feelings and behaviors. However, the participants do not always pay the expected attention to the stimulus, which may be justified by the stimulus itself. This avoidance behavior, if not intended at all, can have a negative influence on the psychophysiological and behavioral evaluation a posteriori. Therefore, it is important to understand the effective attention of the participant in the entire experience and have special caution in idealization and designing of said experience. The objective of this work is to provide a set of software tools, the Eyempact system, to evaluate the impact of visual stimuli (static images or movies) on participants, using eye tracking (Tobii eye tracker). Other physiological variables are also monitored (ECG, EDA, EMG using BITalino board). Eyempact is capable of (1) synchronously acquire all this information, and (2) provide a comprehensive offline review environment to support domain specific analysis, namely by psychophysiology features identification. The system was successfully utilized in a case study, the review environment was very useful to visually evaluate specific participant sessions and to export data metrics and measurements for the data analysis presented in this document.Um sinal que é habitualmente usado para estudar a atenção humana é o olhar. Para além deste, sinais bioelétricos também são usados neste contexto. O ramo de pesquisa que estuda a atenção humana, assim como comportamentos e emoções, utilizando estes sinais é chamado de psicofisiologia. Estudos de psicofisiologia utilizam vídeos e imagens para despertar emoções, sentimentos e comportamentos. No entanto, os participantes nem sempre prestam atenção aos estímulos, algo que pode ser justificado pelos próprios estímulos. Este comportamento de evitamento, se não for de todo pretendido (de acordo com o desenho da experiência), pode ter um impacto negativo na avaliação psicofisiológica e comportamental realizada a posteriori. Deste modo, é essencial compreender a atenção efetiva do participante durante toda a experiência, e ter especial cuidado durante o processo de idealização e desenho da mesma. O objetivo deste trabalho é fornecer um conjunto de ferramentas, o sistema Eyempact, para a avaliação do impacto de estímulos visuais (imagens estáticas ou vídeos) em participantes utilizando o seguimento do olhar (capturado pelo Tobii eye tracker). Outras variáveis fisiológicas, ECG, EDA, EMG, são também monitorizadas (utilizando o sensor BITalino). Eyempact é capaz de (1) adquirir simultaneamente toda esta informação, e (2) fornecer um ambiente de revisão dos dados (offline) que auxilia a análise deste tipo de dados. O sistema foi utilizado com sucesso num caso de estudo, o ambiente de revisão foi útil para avaliar visualmente sessões específicas de alguns participantes e para exportar métricas e medidas para a análise de dados apresentada neste documento.2020-10-30T16:02:05Z2019-01-01T00:00:00Z2019info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10773/29664engMartins, Francisco Henriquesinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T11:57:25Zoai:ria.ua.pt:10773/29664Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:01:56.823513Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Eyempact: a low-cost system for integrated eye tracking and physiology analysis
title Eyempact: a low-cost system for integrated eye tracking and physiology analysis
spellingShingle Eyempact: a low-cost system for integrated eye tracking and physiology analysis
Martins, Francisco Henriques
Eye tracking
Low-cost system
Visual attention
Physiological monitoring
Psychophysiology assessment
title_short Eyempact: a low-cost system for integrated eye tracking and physiology analysis
title_full Eyempact: a low-cost system for integrated eye tracking and physiology analysis
title_fullStr Eyempact: a low-cost system for integrated eye tracking and physiology analysis
title_full_unstemmed Eyempact: a low-cost system for integrated eye tracking and physiology analysis
title_sort Eyempact: a low-cost system for integrated eye tracking and physiology analysis
author Martins, Francisco Henriques
author_facet Martins, Francisco Henriques
author_role author
dc.contributor.author.fl_str_mv Martins, Francisco Henriques
dc.subject.por.fl_str_mv Eye tracking
Low-cost system
Visual attention
Physiological monitoring
Psychophysiology assessment
topic Eye tracking
Low-cost system
Visual attention
Physiological monitoring
Psychophysiology assessment
description The usual signal to evaluate human attention is eye tracking. Beyond this, bioelectrical signals are also used in this context. The field of research that studies human attention, as well as human behavior and emotions, using these signals is called psychophysiology. Psychophysiological studies usually make use of movies or images to trigger emotions, feelings and behaviors. However, the participants do not always pay the expected attention to the stimulus, which may be justified by the stimulus itself. This avoidance behavior, if not intended at all, can have a negative influence on the psychophysiological and behavioral evaluation a posteriori. Therefore, it is important to understand the effective attention of the participant in the entire experience and have special caution in idealization and designing of said experience. The objective of this work is to provide a set of software tools, the Eyempact system, to evaluate the impact of visual stimuli (static images or movies) on participants, using eye tracking (Tobii eye tracker). Other physiological variables are also monitored (ECG, EDA, EMG using BITalino board). Eyempact is capable of (1) synchronously acquire all this information, and (2) provide a comprehensive offline review environment to support domain specific analysis, namely by psychophysiology features identification. The system was successfully utilized in a case study, the review environment was very useful to visually evaluate specific participant sessions and to export data metrics and measurements for the data analysis presented in this document.
publishDate 2019
dc.date.none.fl_str_mv 2019-01-01T00:00:00Z
2019
2020-10-30T16:02:05Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/29664
url http://hdl.handle.net/10773/29664
dc.language.iso.fl_str_mv eng
language eng
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instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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