调查社交媒体账户中的恶搞行为

计算机工程与设计 Pub Date : 2021-09-24 DOI:10.1109/SEEDA-CECNSM53056.2021.9566233

Muhammad Abu Talha, Adeel Zafar

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引用次数: 1

摘要

恶搞是一种在不同社交媒体平台上流行的漫画。随着社交媒体的使用增加，恶搞账号也在增加。恶搞账号的主要目的是传播假新闻或以滑稽的方式批评某人。在本文中，我们研究了不同的社交媒体帐户恶搞。在这项研究中，创建了一个与不同巴基斯坦人物和公司相关的定制推文数据集。实验使用不同的机器学习和深度学习方法进行。我们的结果表明，使用RoBERTa的准确率为92%。

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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Investigating Parody from Social Media Accounts

Parody is a widespread comic on different social media platforms. As the usage of social media increases, the number of parody accounts increases as well. The main purpose of parody accounts is to spread fake news or to criticize someone in comic ways. In this paper, we investigate parody for different social media accounts. For this study, a customized tweets dataset is created related to different Pakistani personalities and companies. The experiment is carried out using different machine learning and deep learning methods. Our results indicate an accuracy of 92% using RoBERTa.

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来源期刊

计算机工程与设计

自引率

0.00%

发文量

20353

期刊介绍： Computer Engineering and Design is supervised by China Aerospace Science and Industry Corporation and sponsored by the 706th Institute of the Second Academy of China Aerospace Science and Industry Corporation. It was founded in 1980. The purpose of the journal is to disseminate new technologies and promote academic exchanges. Since its inception, it has adhered to the principle of combining depth and breadth, theory and application, and focused on reporting cutting-edge and hot computer technologies. The journal accepts academic papers with innovative and independent academic insights, including papers on fund projects, award-winning research papers, outstanding papers at academic conferences, doctoral and master's theses, etc.