TY - GEN
T1 - Towards IMACA
T2 - 19th International Conference on Neural Information Processing, ICONIP 2012
AU - Hussain, Amir
AU - Cambria, Erik
AU - Mazzocco, Thomas
AU - Grassi, Marco
AU - Wang, Qiu Feng
AU - Durrani, Tariq
PY - 2012
Y1 - 2012
N2 - A key aspect when trying to achieve natural interaction in machines is multimodality. Besides verbal communication, in fact, humans interact also through many other channels, e.g., facial expressions, gestures, eye contact, posture, and voice tone. Such channels convey not only semantics, but also emotional cues that are essential for interpreting the message transmitted. The importance of the affective information and the capability of properly managing it, in fact, has been more and more understood as fundamental for the development of a new generation of emotion-aware applications for several scenarios like e-learning, e-health, and human-computer interaction. To this end, this work investigates the adoption of different paradigms in the fields of text, vocal, and video analysis, in order to lay the basis for the development of an intelligent multimodal affective conversational agent.
AB - A key aspect when trying to achieve natural interaction in machines is multimodality. Besides verbal communication, in fact, humans interact also through many other channels, e.g., facial expressions, gestures, eye contact, posture, and voice tone. Such channels convey not only semantics, but also emotional cues that are essential for interpreting the message transmitted. The importance of the affective information and the capability of properly managing it, in fact, has been more and more understood as fundamental for the development of a new generation of emotion-aware applications for several scenarios like e-learning, e-health, and human-computer interaction. To this end, this work investigates the adoption of different paradigms in the fields of text, vocal, and video analysis, in order to lay the basis for the development of an intelligent multimodal affective conversational agent.
KW - AI
KW - HCI
KW - Multimodal Sentiment Analysis
UR - http://www.scopus.com/inward/record.url?scp=84869073611&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-34475-6_79
DO - 10.1007/978-3-642-34475-6_79
M3 - Conference Proceeding
AN - SCOPUS:84869073611
SN - 9783642344749
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 656
EP - 663
BT - Neural Information Processing - 19th International Conference, ICONIP 2012, Proceedings
Y2 - 12 November 2012 through 15 November 2012
ER -
