TY - GEN
T1 - Comparing three computational models of affect
AU - Bosse, Tibor
AU - Gratch, Jonathan
AU - Hoorn, Johannes Ferdinand
AU - Portier, Matthijs
AU - Siddiqui, Ghazanfar F.
PY - 2010/1/1
Y1 - 2010/1/1
N2 - In aiming for behavioral fidelity, artificial intelligence cannot and no longer ignores the formalization of human affect. Affect modeling plays a vital role in faithfully simulating human emotion and in emotionally-evocative technology that aims at being real. This paper offers a short expose about three models concerning the generation and regulation of affect: CoMERG, EMA and IPEFiCADM, which each in their own right are successfully applied in the agent and robot domain. We argue that the three models partly overlap and where distinct, they complement one another. We provide an analysis of the theoretical concepts, and provide a blueprint of an integration, which should result in a more precise representation of affect simulation in virtual humans.
AB - In aiming for behavioral fidelity, artificial intelligence cannot and no longer ignores the formalization of human affect. Affect modeling plays a vital role in faithfully simulating human emotion and in emotionally-evocative technology that aims at being real. This paper offers a short expose about three models concerning the generation and regulation of affect: CoMERG, EMA and IPEFiCADM, which each in their own right are successfully applied in the agent and robot domain. We argue that the three models partly overlap and where distinct, they complement one another. We provide an analysis of the theoretical concepts, and provide a blueprint of an integration, which should result in a more precise representation of affect simulation in virtual humans.
KW - Affect modeling
KW - Cognitive modeling
KW - Virtual agents
UR - http://www.scopus.com/inward/record.url?scp=84982994180&partnerID=8YFLogxK
M3 - Conference article published in proceeding or book
SN - 9783642123832
T3 - Advances in Intelligent and Soft Computing
SP - 175
EP - 184
BT - Advances in Practical Applications of Agents and Multiagent Systems - 8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010
PB - Springer Verlag
T2 - 8th International Conference on Practical Applications of Agents and Multiagent Systems, PAAMS 2010
Y2 - 26 April 2010 through 28 April 2010
ER -