首页> 外文会议>International Conference on Kansei Engineering and Emotion Research >Analysis of Evoked Emotions in Extremist YouTube Videos Through Kansei Evaluation
【24h】

Analysis of Evoked Emotions in Extremist YouTube Videos Through Kansei Evaluation

机译:通过Kansei评估分析极端主义YouTube视频中的诱发情绪

获取原文

摘要

Extremist YouTube videos are always associated with the 'Dark side' and potentially bring negative influence on younger viewers. These videos are deemed inappropriate for containing violent, has since triggered interest of academia and other stakeholders to study on its content. Extensive body of research mostly emphasizes on extremists' messages, modus operandi, production features and may overlook on emotion perspective of the viewers. Viewing the videos can evoke specific emotional response in the viewers. Emotional response can be described in specific sets of adjective words or sentences which can be referred as emotional descriptors. This paper will report on factor analysis of 62 emotional descriptors rated by 80 university students after having watched 20 extremist YouTube videos during a Kansei evaluation. Significant emotional descriptors are successfully ascertained wherein 27 descriptors are retained in 3 factors; offensive, intrigue and awkward. The remaining 35 descriptors can be ignored as the proportions of variability explained by the remaining factors are close to zero and can be considered insignificant. The finding for 'offensive' and 'awkward' is expected since majority of the descriptors are of negative affect in nature. Rather interesting is the finding about 'intrigue' as a factor since it contains positive affect in circumstance which commonly perceived as negative. That however, adds to novelty for this research. Together the result shall benefit academia and other stakeholders in understanding evoked emotions in extremist YouTube videos and future work on affective video classification.
机译:极端主义YouTube视频始终与“黑暗面”相关联,可能对年轻观众带来负面影响。这些视频被视为不适合含有暴力,自从学术界和其他利益相关者引发了兴趣以研究其内容。广泛的研究大多强调极端分子的消息,Modus Operandi,生产特征,可能忽略观众的情绪视角。查看视频可以唤起观众的特定情感响应。情绪响应可以在特定的形容词或句子中描述,这些形容词或句子可以被称为情绪描述符。本文将报告80名大学生在Kansei评估期间观看20名极端主义YouTube视频后62名情绪描述师的因子分析。成功确定了显着的情绪描述符,其中在3个因素中保留了27个描述符;令人反感,阴谋和尴尬。剩余的35个描述符可以被忽略,因为剩余因子解释的可变性比例接近零,并且可以被认为是微不足道的。由于大多数描述符在自然界中的大多数是负面影响,因此预计“令人反感”和“尴尬”的发现。相当有趣的是发现“阴谋”作为一个因素,因为它在通常被认为是消极的情况下含有积极的影响。然而,这增加了这项研究的新奇。结果将使学术界和其他利益相关者受益,以了解极端主义YouTube视频中的诱发情绪和未来的情感视频分类工作。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号