Analyzing the Users’ De-familiarity with Thumbnails on OTT Platforms to Influence Content Streaming

Garima Sahu, Loveleen Gaur, Gurmeet Singh
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Abstract

Personalization facilitated by Artificial Intelligence technologies is crucial to the success of OTT (over-the-top) streaming sites. The thumbnail is the first thing users see when browsing content on an OTT platform, and it significantly impacts how they decide to stream it. This study investigates users’ perceptions and streaming intentions of customizable thumbnails on OTT sites. Therefore, in the study, we will test the hypothesis that users’ de-familiarity with thumbnails outweighs the main movie poster art as it is too known to be observed or obscures the primacy effects. In addition, we will explore whether altering the appearance of a thumbnail impacts the streaming of content. The outcomes showed that the streaming content differs depending on how well the thumbnail can be spotted on the OTT application. The investigation results will be quantitatively verified using one-way ANOVA and simple regression.
分析用户对OTT平台缩略图的不熟悉程度对内容流的影响
人工智能技术推动的个性化是OTT (over- top)流媒体网站成功的关键。缩略图是用户在OTT平台上浏览内容时看到的第一个东西,它对他们决定流媒体播放的方式有很大的影响。本研究调查了用户对OTT网站上可定制缩略图的看法和流媒体意图。因此,在研究中,我们将检验这样一个假设,即用户对缩略图的不熟悉程度超过了对主要电影海报艺术的熟悉程度,因为缩略图太过熟悉而无法观察到,或者模糊了首要效应。此外,我们将探讨改变缩略图的外观是否会影响内容的流。结果显示,流媒体内容的不同取决于缩略图在OTT应用程序上的识别程度。调查结果将使用单因素方差分析和简单回归进行定量验证。
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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