Affect-aware behaviour modelling and control inside an intelligent environment

Authors:
Enrique Leon;Graham Clarke;Victor Callaghan;Faiyaz Doctor
Affiliations:
Fatronik-Tecnalia, 7 Paseo Mikeletegi, Donostia-San Sebastian, E-20009, Spain;Department of Computing and Electronic Systems, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, United Kingdom;Department of Computing and Electronic Systems, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, United Kingdom;Department of Computing and Electronic Systems, University of Essex, Wivenhoe Park, Colchester, CO4 3SQ, United Kingdom
Venue:
Pervasive and Mobile Computing
Year:
2010

Citing 12
Cited 0

Affective computing

Affective computing
Toward Machine Emotional Intelligence: Analysis of Affective Physiological State

IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
The Emotion Mouse

Proceedings of HCI International (the 8th International Conference on Human-Computer Interaction) on Human-Computer Interaction: Ergonomics and User Interfaces-Volume I - Volume I
Bimodal Emotion Recognition

FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
A user-independent real-time emotion recognition system for software agents in domestic environments

Engineering Applications of Artificial Intelligence
Emotion Recognition and Synthesis System on Speech

ICMCS '99 Proceedings of the IEEE International Conference on Multimedia Computing and Systems - Volume 2
What planner for ambient intelligence applications?

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Health-status monitoring through analysis of behavioral patterns

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A fuzzy embedded agent-based approach for realizing ambient intelligence in intelligent inhabited environments

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
An interactive space that learns to influence human behavior

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Control and learning of ambience by an intelligent building

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Human expression recognition from motion using a radial basis function network architecture

IEEE Transactions on Neural Networks

Quantified Score

Hi-index	0.00

Visualization

Abstract

The evidence suggests that human actions are supported by emotional elements that complement logic inference in our decision-making processes. In this paper an exploratory study is presented providing initial evidence of the positive effects of emotional information on the ability of intelligent agents to create better models of user actions inside smart-homes. Preliminary results suggest that an agent incorporating valence-based emotional data into its input array can model user behaviour in a more accurate way than agents using no emotion-based data or raw data based on physiological changes.