The Spark-based framework for mobile network data and cluster analysis on mobile users' behaviors

机译：移动网络数据的激发框架和移动用户行为的集群分析

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Mining data from mobile network data produced by mobile users becomes a hot issue in recent years. For the growth of these data, how to process and analyze these data becomes a challenging problem. A Spark-based framework is proposed in this paper, which process and analyze real mobile network data. CURE algorithm is implemented in this framework to cluster mobile users' behaviors parallelly, and discover their preferences in mobile network.

机译：近年来，移动用户产生的移动网络数据从移动网络数据挖掘数据。对于这些数据的增长，如何处理和分析这些数据成为一个具有挑战性的问题。本文提出了一种基于火花的框架，该框架进行了处理和分析真正的移动网络数据。固化算法在此框架中实施以并行群集移动用户的行为，并在移动网络中发现它们的偏好。

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《IEEE International Conference on Robotics and Biomimetics》|2015年||共6页
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Liu Haoxi; Dong Min; Tang Xue; Bi Sheng; Cao Dan; Qiu Rongcai;
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中图分类 TP24-53;
关键词
becomes; challenging problem; mobile network;

机译：变得;挑战问题;移动网络;

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1. Exploring Communication Behaviors of Users to Target Potential Users in Mobile Social Networks [J] . Chen Chien-Cheng, Hsu Kuo-Wei, Peng Wen-Chih ACM transactions on intelligent systems . 2017,第6期

机译：探索用户在移动社交网络中针对潜在用户的通信行为
2. Analysis of behavioral differentiation in smart cities based on mobile users’ usage detail record data [J] . Xianlong Zhao, Xianze Xu, He Nai, International Journal of Distributed Sensor Networks . 2018,第4期

机译：基于移动用户使用情况详细记录数据的智慧城市行为差异分析
3. Discovering mobile users' moving behaviors in wireless networks [J] . Cheng-Ming Huang, Tzung-Pei Hong, Shi-Jinn Horng Expert systems with applications . 2009,第8期

机译：发现无线网络中移动用户的移动行为
4. The Spark-based framework for mobile network data and cluster analysis on mobile users' behaviors [C] . Liu Haoxi, Dong Min, Tang Xue, IEEE International Conference on Robotics and Biomimetics . 2015

机译：移动网络数据的激发框架和移动用户行为的集群分析
5. Mobile Data Security: Research and Analysis of Mobile Data Security with Emphasis on Mobile Public Safety Users. [D] . Bibeau, Rod. 2011

机译：移动数据安全性：以移动公共安全用户为重点的移动数据安全性研究和分析。
6. Design and Analysis of a Data Fusion Scheme in Mobile Wireless Sensor Networks Based on Multi-Protocol Mobile Agents [O] . Chunxue Wu, Wenliang Wu, Caihua Wan, 2017

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7. Construction of Network Behavior Analysis System of Mobile User Based on Big Data Technology [O] . Haiyan Luo, Tao Yang, Qiong Wu 2016

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8. IMAQ: An Integrated Mobile Ad-hoc QoS Framework. Cross-Layer Design for Data Accessibility in Mobile Ad Hoc Networks; Briefing charts [R] . Nahrstedt, K., Shah, S., Chen, K., 2004

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The Spark-based framework for mobile network data and cluster analysis on mobile users' behaviors

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