Affiliation:
1. Institute of Engineering Management, Shanghai Jiao Tong University, Shanghai, PRC
2. College of Transportation Engineering, Tongji University, Shanghai, PRC
Abstract
This paper summarizes the relationship of subjective information with artificial intelligence (AI) technology and points out how the role of subjective information and its position in AI. Eventually, the characteristic of digital era is the “softening of the theories and hardening of the experiences”. Subjective information is widely used in digital revolution for transforming the qualitative estimations into quasi-quantitative solutions, such as the empirical methods in decision making for quantitative management, etc., it will be the transferor for realizing it. The theoretical formulation of how subjective information is digitized through “Fuzzy-AI Model” for digital revolution is presented in this paper; it has becoming a universal problem solver of utilizing AI technology for quantizing the degree uncertainties in decision-making and fuzzy estimation. Besides, the “Big Data” searching will heavily depend on the completeness of its source information, yet “subjective information” approach can directly predict human thinking or the internal law of complicated objective events into an explicit digital form, for the completeness of source information to make the correct and comprehensive “Big Data” prediction possible. Practical case studies are presented.
Subject
Artificial Intelligence,General Engineering,Statistics and Probability
Reference20 articles.
1. Lin S.P. and Huang Z. , Comparative Design of Structures. Springer, 2016.
2. Schalkoff R.J. , Artificial Intelligence: An Engineering Approach, Mcgraw Hill Publishing, 1990.
3. Applications of fuzzy sets theory to mathematical programming;Zimmermann;Information Sciences,1985
4. Zimmermann H.J. , Fuzzy Set Theory and Its Applications, Kluwer Academic, Dordrecht, 1991.
5. Fuzzy modus ponens: a new model suitable for applications in knowledge-based systems, (2);Magrez;International Journal of Intelligent Systems,1989
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献