Understanding User's Behavior for Developing Webtoon Rating System Based on Laugh Reaction Sensing through Smartphone

Sun-gil Yoon, Soyoung Kwon, Kun-Pyo Lee
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引用次数: 4

Abstract

In this work-in-progress study, we aim to understand the users' behavior for developing the webtoon(web cartoon) rating system using with users' laugh reactions when they read webtoons by smartphones. First, we conducted an online survey in order to understand general reading environment of a webtoon. Second, we executed a pilot experiment in lab based environment to observe which reactions come from readers and which sensors can use for detecting laugh reactions. Lastly, we exploited an observation experiment to sense participants' laugh reactions and evaluate with manual rating scores of each webtoon episode. For the preliminary finding, we analyzed the laugh reactions from randomly selected 20 sample data out of 1300 episodes, and it exhibits significantly correlated with the manual score.
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通过智能手机了解用户行为,开发基于笑反应感知的网络漫画评分系统
在这项正在进行的研究中,我们旨在了解用户的行为,并利用用户在智能手机上阅读网络漫画时的笑反应来开发网络漫画(网络漫画)评级系统。首先,我们进行了一项在线调查,以了解网络漫画的一般阅读环境。其次,我们在实验室环境下进行了一个试点实验,观察哪些反应来自读者,哪些传感器可以用来检测笑的反应。最后,我们利用观察实验来感知参与者的笑反应,并对每一集的网络漫画进行人工评分。我们从1300集中随机抽取20个样本数据进行分析,初步发现笑声反应与人工评分有显著的相关性。
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