Machine Learning Model for Natural Language Style in Dialogue
Feng Wang · Journal of Guangxi Normal University · 2006
To provide a theoretical support for Data Mining on Language Style,a language problem style description of the Universal Property of semigroups is prosented to establish a language dialogue model.Define what is the language style.Analyze the inclusion relation between the natural language understanding action β and the congruence ρ of Linguistic Knowledge with Abstract Algebra tools.Abandon the β and make sure that the ρ is a more essential element of language style.Analyze that the ρ has stability property during a dialogue and it is a more bottom element in an aspect.No other element of language style can replace it at present.Thus prove that the ρ is a suitable feature of language style.The ρ will be the object of Machine Learning on language style.Predict that such Machine Learning method can apply to language style identifying,for example,the identifying of the anonymity identity in INTERNET,or mobile-phone SMI,Virtual Question-master in INTERNET,etc.