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Research Of Intelligent Inquiry System Based On Maximum Entropy Model

Posted on:2009-09-24Degree:MasterType:Thesis
Country:ChinaCandidate:Z L YangFull Text:PDF
GTID:2178360272986772Subject:Pattern Recognition and Intelligent Systems
Abstract/Summary:PDF Full Text Request
The topic is a component of the National Education Scientific Planning Education Examination Scientific Research special topic "intelligent network learning environment construction research of adapting self-examine candidate self-study".Along with the interconnection network's development,has emerged massively based on the network intelligence teaching system,it plays the huge role to implements the education principle which teaches students in accordance with their aptitude and raise student's spirit of science and the innovative spirit.However the present intelligence teaching system's intellectualized degree is not generally high,the Intelligent Inquiry Subsystem is a scotoma.The so-called Intelligent Inquiry is refers to by the computer the actual content which studies according to the learner auto-adapted proposed that the natural language question,back and forth answers by the student.This topic's research is mainly to let the machine simulate the human teacher's inquiry function,through the inquiry to obtain a higher quality education and the service for leaner.Regarding the Intelligent Inquiry,what is most essential is how the interrogative sentence to produce automatically.Automatically Produce Interrogative Sentence is refers to the interrogative sentence production is the machine withdraws from learner's study language materials not from a static interrogative sentence database which has been established in advance.That is the interrogative sentence database is dynamic,is produces in the learning process.This article we through the summary Chinese interrogative sentence's classification,have established a formalized Interrogative Sentence Template,and has designed a Feature Template which fits the Maximum Entropy Model,by the template we can gain feature automatically And we use this model to carryon the Tic Analysis.Finally through interrogative sentence production module automatic produce interrogative sentence.Through the real expectation's seal and the opening test,obtained 75%above to recall rate and satisfaction rate of accuracy.The experiment indicated:Produces effectively based on Maximum Entropy Model's interrogative sentence.
Keywords/Search Tags:Intelligent Inquiry, Automatically Produce Interrogative Sentence, Interrogative Sentence Template, Maximum Entropy Model
PDF Full Text Request
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