A quantitative analysis of knowledge representation is attempted.Based on the fractal theory and information measuring principles and methods,a series of quantitative concepts for knowledge representation,e.g.informat...A quantitative analysis of knowledge representation is attempted.Based on the fractal theory and information measuring principles and methods,a series of quantitative concepts for knowledge representation,e.g.information capacity,entropy,information processing channel (IPC),are proposed.From the viewpoint of information processing,the principles of maximum entropy and increasing entropy are discussed,and the types,characteristics and structures of information processing channel are also discussed.Finally,the quantitative theoretical analyses of several typical knowledge representation methods are given.展开更多
Agent is like human or intelligence object, which has ability to autonomy, guess, repercussion,cooperate,self-techer,mutual learning,and so on. Based on Agent, we have tried various ways to quantitative analysis for k...Agent is like human or intelligence object, which has ability to autonomy, guess, repercussion,cooperate,self-techer,mutual learning,and so on. Based on Agent, we have tried various ways to quantitative analysis for knoledge representation. From measure theory of knowledge, using measure principle of information theory,we study knowledge representation thoroughly,and regard Agent as carrier of knowledge,and give the measure theory of knowledge representation.展开更多
基金Project supported by the National Natural Science Foundation of China, the Climb Project and the 863 Intellgent Computer Project.
文摘A quantitative analysis of knowledge representation is attempted.Based on the fractal theory and information measuring principles and methods,a series of quantitative concepts for knowledge representation,e.g.information capacity,entropy,information processing channel (IPC),are proposed.From the viewpoint of information processing,the principles of maximum entropy and increasing entropy are discussed,and the types,characteristics and structures of information processing channel are also discussed.Finally,the quantitative theoretical analyses of several typical knowledge representation methods are given.
文摘Agent is like human or intelligence object, which has ability to autonomy, guess, repercussion,cooperate,self-techer,mutual learning,and so on. Based on Agent, we have tried various ways to quantitative analysis for knoledge representation. From measure theory of knowledge, using measure principle of information theory,we study knowledge representation thoroughly,and regard Agent as carrier of knowledge,and give the measure theory of knowledge representation.
