The Application and Improvement of ID3 Algorithm in WEB Log Data Mining

被引：1

作者：

Feng, Weihua ^{[1
]}

Cai, Xingquan ^{[2
]}

机构：

[1] Henan Judicial Police Vocat Coll, Zhengzhou, Peoples R China

[2] North China Univ Technol, Beijing, Peoples R China

来源：

ADVANCED MULTIMEDIA AND UBIQUITOUS ENGINEERING: FUTURETECH & MUE | 2016年 / 393卷

关键词：

Data mining; Log mining; ID3; algorithm; Web log analysis tools; XML language;

D O I：

10.1007/978-981-10-1536-6_75

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

Data mining comes into being as a new area of research, WEB data mining technology is known as one of the major information processing technology in the future. ID3 algorithm is a often used classical algorithm in data mining technology, which is mainly applied to the implementation of data mining. It always creates the smallest tree structure and is proved that the system design has good effect to transaction analysis of log files by proofing instances, this system is effective in the log files analysis and improvement of ID3 algorithm.

引用

页码：577 / 583

页数：7