A risk assessment modeling technique based on knowledge extraction and information diffusion with support specification

For the difficulties of lacking (even no) samples and cases in actual risk evaluation and support decision-making, it was much trouble for risk assessment modeling by general statistic methods and data mining technique. A kind of idea and technique of knowledge extraction and risk assessment was presented based on support specification, and the basic operation steps and modeling route were expounded. Based on an example of aviation weather supporting, a risk evaluation model of weather influencing aircraft taking off and landing safety was established, and the corresponding evaluation experiments were carried out.

[1]  Elisabeth Paté-Cornell,et al.  On “Black Swans” and “Perfect Storms”: Risk Analysis and Management When Statistics Are Not Enough , 2012, Risk analysis : an official publication of the Society for Risk Analysis.

[2]  Eyke Hüllermeier,et al.  Risk assessment system of natural hazards: A new approach based on fuzzy probability , 2007, Fuzzy Sets Syst..

[3]  Huang Chongfu,et al.  INFORMATION MATRIX AND APPLICATION* , 2001 .

[4]  Shi Pei.  The theory and application of model research of regional flood risk assessment , 2001 .

[5]  Jan Juretzka,et al.  Decision Support System , 2001 .

[6]  Li Jing.  Risk estimation model for regional flood disasters and its application , 2011 .

[7]  Bernard De Baets,et al.  Knowledge-based versus data-driven fuzzy habitat suitability models for river management , 2009, Environ. Model. Softw..

[8]  Robert S. Chen,et al.  Natural Disaster Hotspots: A Global Risk Analysis , 2005 .

[9]  M. Settanni,et al.  Disaster preparedness and perception of flood risk : A study in an alpine valley in Italy , 2008 .

[10]  Yong Shi,et al.  Towards Efficient Fuzzy Information Processing - Using the Principle of Information Diffusion , 2002, Studies in Fuzziness and Soft Computing.

[11]  Chongfu Huang,et al.  Principle of information diffusion , 1997, Fuzzy Sets Syst..

[12]  Huang Chong-fu,et al.  Principle of information diffusion , 1997 .

[13]  Georgios Athanasopoulos,et al.  A decision support system for coating selection based on fuzzy logic and multi-criteria decision making , 2009, Expert Syst. Appl..

[14]  Itsuo Hatono,et al.  Modeling and analysis of decision making problem for mitigating natural disaster risks , 2000, Eur. J. Oper. Res..

[15]  Teun Terpstra,et al.  Does Communicating (Flood) Risk Affect (Flood) Risk Perceptions? Results of a Quasi‐Experimental Study , 2009, Risk analysis : an official publication of the Society for Risk Analysis.