2001 Fiscal Year Final Research Report Summary
Development and Evaluation of Adaptive Communication Interface Based on Individual Differences
| Project/Area Number |
10480078
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| Research Category |
Grant-in-Aid for Scientific Research (B)
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| Allocation Type | Single-year Grants |
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| Section | 一般 |
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| Research Field |
情報システム学(含情報図書館学)
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| Research Institution | Hokkaido University |
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Principal Investigator |
DA-TE Tsutomu Hokkaido Univ., Grad. School of Eng., Prof., 大学院・工学研究科, 教授 (80010958)
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| Co-Investigator(Kenkyū-buntansha) |
SHIOYA Hiroyuki Muroran Institute of Technology, Asso. Prof., 工学部, 助教授 (90271642)
NONAKA Hidetoshi Hokkaido Univ., Grad. School of Eng., Asso. Prof., 大学院・工学研究科, 助教授 (60189420)
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| Project Period (FY) |
1998 – 2001
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| Keywords | Human Interface / Fuzzy Inference / Eye Gaze / Non-verbal Interface / Pulse Neural Network / Stochastic Network / Fuzzy Neural Network / Support of Heuristics |
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| Research Abstract |
We are now studying in a learning system of user action, which is acquired naturally. In this research, we have proposed a communication interface combining eye gaze and head gesture, and developed a user support system based on an acquisition system of user's intention. In the process of this research, some extended results have been derived: Analysis of affect based on fuzzy inference; Learning system of stochastic network using maximum entropy principle; User models using fuzzy inference; The Correspondence of Belief Changes in Logical Settings in reasoning systems, and so on.
Main results:
(1) Communication interface using eye gaze and head gesture
(2) The effect of multi-modality in representation
(3) Multi-user communication system for shared drawing environment
(4) Affective influence of visual effects in digital moving images
(5) Analysis of affective influence based on fuzzy inference
(6) Learning system of stochastic networks and its mathematical characteristics
(7) Action identification system based on fuzzy associative memory
(8) Formulation of belief revision in possibility theory
(9) Heuristics support system in GUI environment using stochastic network
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