基于人脸识别认证和个性化新闻推荐算法的智能镜子实现与定制

Ivette Cristina Araujo Garcia, Eduardo Rodrigo Linares Salmon, Rosario Villalta Riega, Alfredo Barrientos Padilla
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引用次数: 19

摘要

近年来,信息通信技术(ict)的进步有助于提高人们的生活质量。物联网(IoT, internet of things)的范式提出了创新的解决方案,正在改变人们的生活方式。正因为如此,我们建议将智能镜子作为家庭自动化系统的一部分,通过它,我们打算优化人们准备开始新的一天的时间。该设备由反射玻璃、液晶显示器、树莓派3、摄像头和面向物联网的云计算平台组成,通过网络服务的消费,获取信息并显示在镜子中。通过手机应用程序,这些信息可以定制,反过来允许用户照片访问镜子,使用面部识别认证和用户信息,根据你的个人资料预测要显示的新闻。此外,作为为用户提供个性化体验理念的一部分,智能镜子整合了一个新闻推荐算法,使用预测模型实现,该模型使用朴素贝叶斯算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation and Customization of a Smart Mirror through a Facial Recognition Authentication and a Personalized News Recommendation Algorithm
In recent years the advancement of technologies of information and communication (technology ICTs) have helped to improve the quality of people's lives. The paradigm of internet of things (IoT, Internet of things) presents innovative solutions that are changing the style of life of the people. Because of this proposes the implementation of a smart mirror as part of a system of home automation, with which we intend to optimize the time of people as they prepare to start their day. This device is constructed from a reflective glass, LCD monitor, a Raspberry Pi 3, a camera and a platform IoT oriented cloud computing, where the information is obtained to show in the mirror, through the consumption of web services. The information is customizable thanks to a mobile application, which in turn allows the user photos to access the mirror, using authentication with facial recognition and user information to predict the news to show according to your profile. In addition, as part of the idea of providing the user a personalized experience, the Smart Mirror incorporates a news recommendation algorithm, implemented using a predictive model, which uses the algorithm, naive bayes.
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