微型电脑应用2024,Vol.40Issue(12) :285-287,316.

基于ID3决策树在Android系统异常恢复中的研究与应用

Research and Application in Android System Exception Recovery Based on ID3 Decision Tree

解正梅 苏永辉
微型电脑应用2024,Vol.40Issue(12) :285-287,316.

基于ID3决策树在Android系统异常恢复中的研究与应用

Research and Application in Android System Exception Recovery Based on ID3 Decision Tree

解正梅 1苏永辉2
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作者信息

  • 1. 广州松田职业学院,信息工程学院,广东,广州 510700
  • 2. 广州软件学院,电子系,广东,广州 510900
  • 折叠

摘要

提出一种基于ID3决策树的Android系统异常智能恢复方法.选取市场及测试中发现的典型系统异常问题作为样本,结合专家诊断结果,训练出合适的决策树.当发生异常时,系统将分析异常堆栈信息,提取有效关键字,匹配系统中的决策树,根据匹配情况进行相应的处理.实例验证,该方案可有效地恢复系统异常.

Abstract

An intelligent Android system exception recovery method based on the ID3 decision tree is proposed.This paper trains an appropriate decision tree according to the typical system exception issues found in the market or testing and expert di-agnosis result.When an error happens,the intelligent recovery system analyzes the exceptional stack information,extracts the keyword and matches the decision tree in the system.The system makes the corresponding treatment according to the matching situation.Experiment results show that the method can effectively recovery the system exception.

关键词

Android/决策树/ID3算法/钩子函数/智能恢复

Key words

Android/decision tree/ID3 algorithm/hook function/smart recovery

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出版年

2024
微型电脑应用
上海市微型电脑应用学会

微型电脑应用

CSTPCD
影响因子:0.359
ISSN:1007-757X
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