2023 土耳其总统选举 Youtube 评论中的情感分析

Cihan Çilgin
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引用次数: 0

摘要

第 13 届总统选举在许多国家和土耳其引起了广泛关注。在此次选举期间,除了传统媒体工具外,社交媒体工具也被频繁用于开展竞选活动。通过社交媒体平台收到的互动再次证明了社交媒体工具能够有效地接触到各党派和政党领导人的广大群众。因此,许多政治家参与的由奥乌尔组织的 "开放麦克风 "计划不仅受到土耳其议程的关注,也受到世界议程的关注。在此背景下,本研究旨在利用情感分析方法揭示各种分析结果,尤其是在该节目范围内发表的评论。为此,本研究使用 NRC 情感字典分析了针对 7 位不同政治家的共计 261.728 条用户评论。通过 NRC 情绪字典,获得了更广泛的情绪极性,除了积极或消极情绪极性外,还包括愤怒、恐惧、信任、期待、惊讶、悲伤、喜悦和厌恶等情绪。研究结果表明,通过 Youtube 评论或不同平台对大众进行情绪分析,可以成为政治活动的重要信息来源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
2023 Türkiye Cumhurbaşkanlığı Seçimleri için Youtube Yorumlarında Duygu Analizi
The 13th Presidential election has created a wide agenda in many countries as well as in Turkey. In this election period, along with traditional media tools, social media tools were also used frequently in the execution of election campaigns. Interactions received through social media platforms once again proved the effective power of social media tools to reach large masses of all parties and party leaders. For this reason, the Open Microphone program organized by Oğuzhan Uğur, in which many politicians participated, was followed with interest not only in Turkey's agenda, but also in the world's agenda. In this context, this study aims to reveal various analysis findings with Emotion Analysis methods, especially from the comments made within the scope of this program. For this purpose, in this study, a total of 261.728 user comments, specific to 7 different politicians, were analyzed using the NRC emotion dictionary. With the NRC emotion dictionary, a broader emotional polarity was obtained, including the emotions of anger, fear, trust, anticipation, surprise, sadness, joy, and disgust, in addition to positive or negative emotion polarity. As a result of the findings, this study reveals that the emotion analysis of the masses through Youtube comments or different platforms can be a critical source of information for political campaigns.
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