Towards Understanding the Consumption of Video-Ads on YouTube

J. Web Sci. Pub Date : 2017-10-16 DOI:10.1561/106.00000011
Mariana Arantes, F. Figueiredo, J. Almeida
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引用次数: 8

Abstract

Being the most popular online video platform nowadays, YouTube is a complex ecosystem that generates billions of dollars of revenue yearly. This revenue mostly stems from online advertisements that are shown on the website. Like other social media platforms, YouTube enables any user to create and upload content, create ad-campaigns that promote advertisement content, as well as monetize channels (i.e., YouTube video uploaders) by showing ads from other channels to viewers. More importantly, any individual can watch videos for free and, in consequence, be exposed to advertisements. The mediation of these different parties that interact through ads, as well as the YouTube platform itself is done by online ad auction algorithms. In this paper, we study the aforementioned ecosystem through the use of advertisements in the form of video (video-ads). Online video-ads are a novel medium that is gaining significant traction on social media platforms like YouTube. Our study presents insights on (1) the behavior of users when exposed to video-ads; (2) the popularity of the video-ads over time; (3) the relation between contextual advertising and the effectiveness of ads; (4) the success of ads in generating revenue; and, (5) the success of channels in attracting revenue as exposers of ads. The results here presented have practical implications for content providers, creators, channels, and YouTube viewers.
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对YouTube视频广告消费的理解
作为当今最受欢迎的在线视频平台,YouTube是一个复杂的生态系统,每年产生数十亿美元的收入。这些收入主要来自网站上显示的在线广告。与其他社交媒体平台一样,YouTube允许任何用户创建和上传内容,创建推广广告内容的广告活动,以及通过向观众展示来自其他渠道的广告来货币化渠道(即YouTube视频上传者)。更重要的是,任何人都可以免费观看视频,因此,会受到广告的影响。这些通过广告互动的各方之间的中介,以及YouTube平台本身,都是由在线广告拍卖算法完成的。在本文中,我们通过使用视频形式的广告(视频广告)来研究上述生态系统。在线视频广告是一种新颖的媒体,在YouTube等社交媒体平台上获得了巨大的吸引力。我们的研究揭示了以下几点:(1)用户在接触视频广告时的行为;(2)视频广告的受欢迎程度;(3)语境广告与广告效果的关系;(四)广告能否成功创收;(5)渠道作为广告曝光者在吸引收入方面的成功。本文提出的结果对内容提供商、创作者、渠道和YouTube观众具有实际意义。
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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