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基于知觉加工模式的发展式分词算法
引用本文:危辉.基于知觉加工模式的发展式分词算法[J].计算机研究与发展,2001,38(11):1281-1289.
作者姓名:危辉
作者单位:复旦大学计算机科学系,上海,200433;浙江大学计算机科学与工程学系人工智能研究所,杭州,310027
基金项目:中国科学院计算所智能信息处理开放实验室课题,复旦大学青年科学基金 ( 0 1-13)资助
摘    要:分词是自然语言理解的一个重要过程,由于语言问题又是最重要的心理学问题之一,所以从认知心理学和发展心理学的观点出发,将分词问题看成是知觉问题在语言信息处理过程中的一部分,把知觉表达和知觉的双向加工过程引入对分词问题的分析,并同时考虑言语发展的心理过程,把对言语发展规律的归纳作为构造学习算法的基础和模板,以进化的方式来逐步改进自然语言理解系统的性能,从而避免知识获取瓶颈在自然语言理解问题中的出现。

关 键 词:自然语言理解  机器学习  人工智能  发展式分词算法  知觉加工模式  计算机

A DEVELOPMENTAL ALGORITHM FOR WORDS SEPARATING BASED ON THE METHOD OF PERCEPTION PROCESSING
WEI Hui.A DEVELOPMENTAL ALGORITHM FOR WORDS SEPARATING BASED ON THE METHOD OF PERCEPTION PROCESSING[J].Journal of Computer Research and Development,2001,38(11):1281-1289.
Authors:WEI Hui
Abstract:Words separating is an important step in natural language understanding. Since the language problem is also one of the most important problems of psychology, so from the point of view of cognitive psychology and development psychology, words separating is regarded as a step of perception problem occurring in language information processing. Representation of perception, data driven process, and conception driven process are adopted into the research of words separating. At the same time taking into account the psychological procedure of language development, the inductive learning is designed, and the performance of the language understanding system is progressed by the term of evolution, so the happening of knowledge acquisition bottleneck can be avoided when a natural language understanding system is constructed.
Keywords:natural language understanding  perception processing  machine learning  artificial intelligence
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