Identification of Potential Cyber Bullying Tweets using Hybrid Approach in Sentiment Analysis

Akankshi Mody, Shreni N. Shah, Reeva Pimple, N. Shekokar
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引用次数: 4

Abstract

With the rise of the Internet, cyber bullying is becoming more and more widespread. Cyber bullying has resulted in such disastrous consequences that there is a pressing need to detect it. The aim of this study is to do the same by using sentiment analysis. We perform cyber bullying detection using a novice approach on Tweets using Natural Language Processing and Machine Learning techniques. After processing a tweet, it can be flagged down if the tweet is a potential cyber bullying threat.
情感分析中使用混合方法识别潜在的网络欺凌推文
随着互联网的兴起,网络欺凌变得越来越普遍。网络欺凌造成了如此灾难性的后果,迫切需要发现它。本研究的目的是通过使用情感分析来做同样的事情。我们使用自然语言处理和机器学习技术对tweet使用新手方法执行网络欺凌检测。在处理完一条推文后,如果这条推文是潜在的网络欺凌威胁,它就会被标记下来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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