Analisis Tingkat Kejahatan Pada Anak Dibawah UmurMenggunakan Metode Fp-Growth

Angga Putra Juledi, Sarjon Defit, Yuhandri Yunus
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Abstract

Crimes in minors are a series of guardian actions or negligence by parents who endanger or pose a dangerous threat to the child. The purpose of this study is to implement Data Mining, Association rule, andthe FP-Growth Algorithm in cases of crime of minors so that they can extract knowledge and important and interesting information from the database. The data source used is raw data that has not been processed andis a crime data on minors which is summarized in the form of a report from the West Sumatra Regional Police. The results of this study are in the form of software by analyzing data collected using the FP-Growth Algorithm and using the concept of FP-Tree development in searching for Frequent Itemset, for testing the results carried out with applications that have been designed namely the Php programming language. The results of testing are obtained from associations of crime cases that often occur in minors. So it can be seen that data mining using the Fp-Growth Algorithm can be used to analyze cases of crime in minors as a consideration for the police in order to know the ins and outs of crime in children so that it can assist the investigation process.
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使用Fp-Growth方法对普通未成年人的犯罪率进行分析
未成年人犯罪是指父母的一系列监护行为或疏忽使儿童处于危险或构成危险威胁的行为。本研究的目的是将数据挖掘、关联规则和FP-Growth算法应用于未成年人犯罪案件中,以便从数据库中提取知识和重要有趣的信息。所使用的数据来源是未经处理的原始数据,以及西苏门答腊地区警察以报告的形式总结的未成年人犯罪数据。本研究的结果以软件的形式,通过分析使用FP-Growth算法收集的数据,并使用FP-Tree开发的概念来搜索频繁项集,并使用已设计的应用程序即Php编程语言对结果进行测试。检测结果来自经常发生在未成年人身上的犯罪案件的关联。由此可见,利用Fp-Growth算法进行数据挖掘,可以对未成年人犯罪案件进行分析,供警方参考,从而了解未成年人犯罪的来龙去脉,辅助侦查过程。
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