Interactive adaptive interface using recursive fuzzy reasoning
- 30 December 2002
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
Abstract
In the design of a machine which adapts to the user by considering personal differences, this paper considers the interactive relationship that both user and machine employ to try to adapt to each other. This relationship is called the 'interactive adaptation'. The interactive adaptive interface (IAI/F) is an intelligent interface which is designed under consideration of the interactive adaptation. This interface changes the characteristics of the system according to the given task, considering the states of the user, such as skill level, technique, characteristics, physical condition, etc. A design and realization method for the IAI/F which is based on recursive fuzzy reasoning is proposed. As an application example, a virtual reality simulation game is presented and the IAI/F based on the user's performance and the skin potential reflex (G.S.R.) is applied. The authors present the system, considering the interactive adaptation and show some experimental results and statistical evaluation results to discuss its effectiveness.Keywords
This publication has 7 references indexed in Scilit:
- Teleoperation technology in MITI advanced robot technology projectPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Concept and realization of adaptive interface based on user's skill and uncomfortablenessPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2003
- Using neural networks and expert systems to model users in an object-oriented environmentPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Adaptive interfaces: modeling tasks and usersPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- Interfaces for coached apprenticeship systemsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2002
- An Auto-Tuning Controller Using Recursive Fuzzy ReasoningTransactions of the Society of Instrument and Control Engineers, 1989
- Comparative study of affective responses by means of the impressive and expressive methods.Psychological Monographs: General and Applied, 1931