2015 · 22 citations · 11 references
ComputingComputer ScienceHealth InformaticsArtificial IntelligenceBehavioral HealthUser Experience DesignAffective ComputingAffective State DetectionBehavioral Health InformaticsMultimodal InteractionVirtual Clinical EncountersVirtual RealityAffective State InferencePerceptionPsychological Distress BehaviorsPsychological Distress ScreeningReal-time Affective State DetectionReal-time SensingVirtual Agent InteractionVirtual Reality Interfaces
We present the SimSensei system, a fully automatic virtual agent that conducts interviews to assess indicators of psychological distress. With this demo, we focus our attention on the perception part of the system, a multimodal framework which captures and analyzes user state behavior for both behavioral understanding and interactional purposes. We will demonstrate real-time user state sensing as a part of the SimSensei architecture and discuss how this technology enabled automatic analysis of behaviors related to psychological distress.
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It’s only a computer: Virtual humans increase willingness to disclose
Gale Lucas, Jonathan Gratch, Aisha King et al. · Computers in Human Behavior · 2014 · 891 citations
SimSensei kiosk: a virtual human interviewer for healthcare decision support
David DeVault, Ron Artstein, Grace Benn et al. · 2014 · 485 citations
The Distress Analysis Interview Corpus of human and computer interviews
Jonathan Gratch, Ron Artstein, Gale Lucas et al. · 2014 · 432 citations · Full text
Investigating voice quality as a speaker-independent indicator of depression and PTSD
Stefan Scherer, Giota Stratou, Jonathan Gratch et al. · 2013 · 139 citations