基于手机短信聊天服务的用户行为特征分析

Rafael Almeida de Oliveira, Wladmir Cardoso Brandão, H. T. Marques-Neto
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引用次数: 7

摘要

去年,移动即时通讯(IM)服务的使用显著增长。通常,移动聊天服务是利用手机运营商的资源,如SMS(短消息服务)平台,在互联网上工作的。了解此环境中的用户行为对于提高服务性能和用户体验至关重要。在本文中,我们提出并讨论了基于移动短信聊天服务的用户行为特征。我们描述了该服务的使用模式,提供了用户行为的日常视角。我们发现,一小部分重度用户消耗了运营商的大量资源。此外,我们还展示了这一小部分用户的过渡和导航模式,以了解他们的特殊行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterizing User Behavior on a Mobile SMS-Based Chat Service
The use of mobile instant messaging (IM) services has grown significantly last years. Usually, mobile chat services work over the Internet using cellphone carriers' resources, such as the SMS (Short Message Service) platforms. Understanding the user behavior in this environment is paramount to improve service performance and user experience. In this article, we present and discuss a characterization of the user behavior on a mobile SMS-based chat service. We describe the usage patterns of this service providing a daily perspective of user behavior. We show that a very small group of heavy users consumes a significant amount of carrier's resources. Moreover, we also present the transitions and navigation patterns of this very small group of users to understand their peculiar behavior.
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