The Analysis Method of Contemporary Artificial Intelligence Representation and Its Problems
Dong Jia-ron · 2009
The analysis method is the necessary selection of artificial intelligence representation which is based on formal system.It is also the theoretical root of various bottleneck problems of artificial intelligence representation in the natural language semantic understanding at present.Therefore,it is necessary to reflect on it.The hierarchical structure of sentences and the demarcation of the three-plane theory are the crux for the analysis method not to be able to achieve the semantic understanding of paragraph or text.The context description method which is based on the word is difficult to break through the restriction of the single-sentence.In order to get a breakthrough,the artificial intelligence representation must use the holistic context description method which is based on the paragraph or the text.And this is what the analysis method is missing.Over the years,the achievements of artificial intelligence representation showed that it is unrealistic to talk about the holistic context constructing method without the analysis method.The holistic context constructing method should be based on the analysis method,and they are not contradictory.The combination of the two is the key to solving the bottlenecks of the analysis method of artificial intelligence representation.