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一种用于Web信息抽取的页面信息本体自动学习方法

柳佳刚 龙军 李泽军

计算技术与自动化2011,Vol.30Issue(1):119-123,5.
计算技术与自动化2011,Vol.30Issue(1):119-123,5.

一种用于Web信息抽取的页面信息本体自动学习方法

An Automatic Ontology Learning Approach Based on Web Information Items for Web Information Extraction

柳佳刚 1龙军 2李泽军1

作者信息

  • 1. 湖南工学院,计算机与信息科学系,湖南,衡阳,421002
  • 2. 中南大学,信息科学与工程学院,湖南,长沙,410083
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摘要

Abstract

According to the weakness of building ontology needs manually designated concepts and instances from the basic information of web, an automatic ontology learning approach based on web information items is designed. Utilizing preresearch that an arithmetic of an inductive learning based on DOM for the similar path of information items and an approach for identifying automatic keyword based on PAT-tree, the learning for the concepts and the relation between concepts is implemented by using an approved TFIDF statistic method and an algorithm of composite event association rule, the information item ontology is built, the manual workload for building ontology is reduce

关键词

本体学习/信息抽取/PAT-tree/关联规则

Key words

ontology learning/ information extraction/ PAT-tree/ association rule

分类

信息技术与安全科学

引用本文复制引用

柳佳刚,龙军,李泽军..一种用于Web信息抽取的页面信息本体自动学习方法[J].计算技术与自动化,2011,30(1):119-123,5.

基金项目

国家自然科学基金(60873081) (60873081)

湖南省教育厅科研项目(09C297) (09C297)

计算技术与自动化

OACSTPCD

1003-6199

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