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Mobil cihaz kullan??c?? davran????lar??n??n modellenmesi i??in yeni bir yakla????m

机译:移动设备用户行为建模的新方法

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The widespread use of mobile devices and the development of their sensors and applications cause the increase of mobile data for researches and academic studies. These studies are aimed to examine; the effects of technological development to human life, the prediction of mobile phone users' real life behavior, performing advanced mobile experience, detecting unusual behavior, and proposal of new models or innovations. In this paper, the studies to determine the user behavior have been examined and a model has been proposed to identify mobile user habits for a better understanding of individual or community. In addition, the importance of data anonymization or sanitization has been emphasized to prevent breaches of privacy during the implementation of model and data enrichment process. In order to determine the applicability of the model, it is tested in a telecommunication company, and the process is caused to changes the company's infrastructure.
机译:移动设备的广泛使用以及其传感器和应用程序的发展导致用于研究和学术研究的移动数据的增加。这些研究旨在检查;技术发展对人类生活的影响,对手机用户真实生活行为的预测,执行先进的移动体验,发现异常行为以及提出新模型或创新的建议。在本文中,已经研究了确定用户行为的研究,并提出了一种模型来识别移动用户习惯,以便更好地了解个人或社区。另外,已经强调了数据匿名化或清理的重要性,以防止在模型和数据丰富过程的实施过程中侵犯隐私。为了确定模型的适用性,已在电信公司对其进行了测试,并导致该过程更改了公司的基础结构。

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