Title :
AffectAura: Emotional wellbeing reflection system
Author :
McDuff, Daniel ; Karlson, Amy ; Kapoor, Ashish ; Roseway, Asta ; Czerwinski, Mary
Abstract :
Emotional health is of huge importance to our quality of life. However, monitoring emotional wellbeing is challenging. AffectAura is an emotional prosthetic that allows users to reflect on their emotional states over long periods of time. The system continuously predicts user´s valence, arousal and engagement based on information gathered from a multimodal sensor setup. The interface combines these predictions with rich contextual information and allows the user to explore the data. AffectAura has been validated on 100´s of hours of data recorded from multiple people who found the system allowed them to reason forward and backward in time about their emotional experiences. This project illustrates the first longitudinally evaluated emotional memory system.
Keywords :
emotion recognition; handicapped aids; patient monitoring; prosthetics; psychology; sensor fusion; AffectAura; emotional health; emotional prosthetic; emotional states; emotional wellbeing monitoring; emotional wellbeing reflection system; longitudinally evaluated emotional memory system; multimodal sensor setup; quality of life; user arousal prediction; user valence prediction; Europe; Emotion; Life logging; Visualization; Wellbeing;
Conference_Titel :
Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2012 6th International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-1483-1
Electronic_ISBN :
978-1-936968-43-5