A Behavioral Decision Model Based on Fuzzy Targets in Decision Making Using Weather Information

Author:

Hiramatsu Akio, ,Huynh Van-Nam,Nakamori Yoshiteru

Abstract

Due to inevitable uncertainty in weather forecasts, many decision problems influenced by weather information have been formulated for decision making in uncertain situations. The fuzzy target-based decision making model we propose assumes that the decision maker assesses a fuzzy target expressing an aspiration, then selects the decision maximizing the possibility of attaining this target aspiration before making a decision. We then show that the decision maker's different behavior about the aspiration leads to different decisions depending on the decision maker's personal philosophy or experience. This behavioral analysis provides an interpretation for influencing psychological features of the decision maker in decision making and introduces an interesting link to attitudes towards risk by means of utility function.

Publisher

Fuji Technology Press Ltd.

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Human-Computer Interaction

Reference22 articles.

1. R. W. Katz and A.H. Murphy (Eds.), “Economic Value of Weather and Climate Forecasts,” Cambridge University Press, 1997.

2. Japan Meteorological Agency (Ed.), “Weather Business Now 2005,” Oita, Saeki Printing, 2005 (in Japanese).

3. “Business and Weather Information,” Editing Committee (Ed.), “Business and Weather Information – Report in the Front Line,” Tokyo-do publishing, Tokyo, 2004 (in Japanese).

4. A. Hiramatsu, “The Knowledge Management of Weather Information Business – A Study for Creation of Value Added Weather Information,” Master's Thesis, JAIST: Ishikawa, Japan, 2005. (in Japanese).

5. A. Hiramatsu and Y. Nakamori, “A study on decision-making models using long-range weather forecasting services,” Proc. of KSS2006, Beijing, China, pp. 232-237, 2006.

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