使用支持向量机方法分析WhatsApp聊天欺诈

Fathur Rahman, I. Irfansyah, Rivaldi Dwi Andhika, Junadhi Junadhi
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引用次数: 1

摘要

欺诈是社交媒体上最常见的网络犯罪之一。Whatsapp是印尼最受欢迎的社交媒体之一。通过Whatsapp聊天诈骗的案例在印度尼西亚经常发生,这是由于缺乏信息。本研究涉及到WhatsApp聊天应用中含有欺诈的词语的检测。本研究的方法采用文献研究法,在参考文献理论和相关研究中寻找二手资料。数据收集是通过收集导致欺诈案件的聊天记录,然后使用RapidMiner应用程序与SVM(支持向量机)方法进行处理。研究结果表明,本研究成功实现了支持向量机算法用于whatsapp欺诈聊天分析,准确率达到84.21%
本文章由计算机程序翻译,如有差异,请以英文原文为准。
WhatsApp Chat Fraud Analysis Using Support Vector Machine Method
Fraud is one of the most cyber crime on social media. One of the popular social media in Indonesia is Whatsapp. Cases of fraud through chat on Whatsapp application often occur in Indonesia, its due to lack of information. The research conducted related to the detection of words containing fraud in WhatsApp chat application. The methods in this research applies the literature study method to find secondary data in the references theories and relevant research. The data collection is carried out by collecting chats that lead to fraud cases and then processing them using RapidMiner application with SVM (Support Vector Mechine) method. The results of this research can be concluded that this research succeeded in implementing SVM algorithm for whatsapp fraud chat analysis with an accuracy rate of 84.21%
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