Recommendation system based on user profile extracted from an IMS network with emphasis on social network and digital TV

R. L. Rosa, D. Z. Rodríguez, Vicente Angelo de Sousa Junior, G. Bressan
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引用次数: 4

Abstract

This paper introduces new network architecture capable of providing a flexible and configurable Recommendation System in which network operator, subscribers and content providers could interact to each other by message exchanging. This solution considers multiple inputs provided by the user and context-based information of IP Multimedia Subsystem (IMS) network. It creates a specific subscriber profile based on information from cellular and fixed networks, digital TV and, internet services as social networks or e-mail accounts. Also, for collecting information is used a Cell Broadcast platform which can send messages to a specific geographic location achieving users with high probability of similar preferences. User feedback is collected to evaluate the utility of recommendation messages. As additional features, the Recommendation System uses presence and location information as a decision factor to send or not the recommendation messages.
基于从IMS网络中提取的用户档案的推荐系统,重点关注社交网络和数字电视
本文介绍了一种新的网络架构,能够提供一个灵活的、可配置的推荐系统,在这个系统中,网络运营商、用户和内容提供商可以通过消息交换进行交互。该方案考虑了用户提供的多种输入和IP多媒体子系统(IMS)网络的基于上下文的信息。它根据来自蜂窝和固定网络、数字电视以及社交网络或电子邮件账户等互联网服务的信息,创建了一个特定的用户档案。此外,用于收集信息的蜂窝广播平台可以向特定地理位置发送消息,从而使用户具有高概率的相似偏好。收集用户反馈来评估推荐消息的效用。作为附加功能,推荐系统使用存在和位置信息作为发送或不发送推荐消息的决定因素。
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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