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基于加权频繁子树相似度的网页评论信息抽取

郝志峰 袁琴 蔡瑞初 温雯 骆魁永

计算机应用研究2017,Vol.34Issue(6):1636-1639,1658,5.
计算机应用研究2017,Vol.34Issue(6):1636-1639,1658,5.DOI:10.3969/j.issn.1001-3695.2017.06.008

基于加权频繁子树相似度的网页评论信息抽取

Page comments extraction based on weighted similarity of frequent sub-tree

郝志峰 1袁琴 2蔡瑞初 1温雯 1骆魁永1

作者信息

  • 1. 广东工业大学计算机学院,广州510006
  • 2. 佛山科学技术学院,广东佛山528000
  • 折叠

摘要

Abstract

Aiming at the problem that existing methods are time consuming and poor performance,this paper proposed WTS method based on weighted frequent sub-tree similarity,which could extract product comments information rapidly and accurately.Firstly,the method pruned Web pages through visual characteristics.Then,extracted the best frequent sub-tree by depth-weighted similarity measure.Lastly,it extracted comment path and parsed comment content.Extracting product comments from the website of JD,SN and so on,experimental results show that WTS has better performance in extracting product comments than D-EEM and POL.

关键词

产品评论/抽取/加权频繁子树

Key words

product comments/extraction/weighted frequent sub-tree

分类

信息技术与安全科学

引用本文复制引用

郝志峰,袁琴,蔡瑞初,温雯,骆魁永..基于加权频繁子树相似度的网页评论信息抽取[J].计算机应用研究,2017,34(6):1636-1639,1658,5.

基金项目

NSFC-广东联合基金资助项目(U1501254) (U1501254)

广东省自然科学基金资助项目(2014A030306004,2014A030308008) (2014A030306004,2014A030308008)

广东省科技计划资助项目(2012B01010029,2013B051000076,2015B010108006,2015B010131015) (2012B01010029,2013B051000076,2015B010108006,2015B010131015)

广州市科技计划资助项目(2014Y2-00027) (2014Y2-00027)

国家自然科学基金资助项目(61202269,61472089,61572143,61502108,61502109) (61202269,61472089,61572143,61502108,61502109)

广东特支计划资助项目(2015TQ01X140) (2015TQ01X140)

广州市珠江科技新星资助项目(201610010101) (201610010101)

广东省哲学社科项目(GD14XYJ24) (GD14XYJ24)

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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