TY - GEN
T1 - Emotion-augmented machine learning
T2 - 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017
AU - Strömfelt, Harald
AU - Zhang, Yue
AU - Schuller, Bjorn W.
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/2
Y1 - 2017/7/2
N2 - Emotion has been exposed as a crucial component of intelligent behaviour. Considerations in both neuroscience and psychology have identified emotion as playing a central role in various critical cognitive processes, such as attaining salience from the environment in order to support decision making, exploration-exploitation and broader adaptation. This paper provides an overview of some of the corroborative material in these fields, to then consider how emotion has been translated into machine learning. We identify emotion as being a promising endeavour for machine learning and expose Emotion-augmented Machine Learning (EML) as a frontier field in Artificial Intelligence and Affective Computing.
AB - Emotion has been exposed as a crucial component of intelligent behaviour. Considerations in both neuroscience and psychology have identified emotion as playing a central role in various critical cognitive processes, such as attaining salience from the environment in order to support decision making, exploration-exploitation and broader adaptation. This paper provides an overview of some of the corroborative material in these fields, to then consider how emotion has been translated into machine learning. We identify emotion as being a promising endeavour for machine learning and expose Emotion-augmented Machine Learning (EML) as a frontier field in Artificial Intelligence and Affective Computing.
UR - https://www.scopus.com/pages/publications/85047371348
U2 - 10.1109/ACII.2017.8273617
DO - 10.1109/ACII.2017.8273617
M3 - Conference contribution
AN - SCOPUS:85047371348
T3 - 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017
SP - 305
EP - 312
BT - 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 23 October 2017 through 26 October 2017
ER -