Mobile advertisement system using data push scheduling based on user preference

Young-Suk Kim, Joon-Woo Lee, Seongrae Park, ByoungCheol Choi
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引用次数: 25

Abstract

In this paper, we present mobile advertisement system(MAS) using data push scheduling scheme based on user's content preference model. To schedule advertising operation effectively, we analyzed user's preference of content over time. The result of analysis shows consistent characteristics. And result is applied to build preference model for ad content selection at a given time. Using user preference model, service enabler supports push message scheduling for ad content in systematic manner. Also, to show how to cope with the spamming issue of push based advertisement, push message filtering is introduced to minimize the risk of implicit spamming. As experimental result, we show simulation result of data push scheduling scheme for 7 ad contents, which is resulted from user's preference, and prototype of mobile widget application facilitating proposed advertising service scenario. Widget application supports advertisement choice function with respect to the pre-set configuration and services advertising information matched to user's intention.
移动广告系统采用基于用户偏好的数据推送调度
本文提出了一种基于用户内容偏好模型的数据推送调度方案。为了有效地安排广告运营,我们分析了用户对内容的偏好。分析结果显示出一致的特点。并将结果应用于构建特定时刻广告内容选择的偏好模型。服务启用器利用用户偏好模型,系统地支持广告内容的推送消息调度。此外,为了说明如何处理基于推送的广告的垃圾邮件问题,引入了推送消息过滤,以最大限度地减少隐性垃圾邮件的风险。作为实验结果,我们给出了基于用户偏好的7个广告内容的数据推送调度方案的仿真结果,以及实现所提出的广告服务场景的移动widget应用原型。小部件应用程序支持针对预设配置的广告选择功能,并提供与用户意图相匹配的广告信息。
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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