A Survey of Teachers’ Status in Mental Health Education Management Based on Big Data Analysis by Yuxi Wang, Chunmei Xue, Minmeng Zhang

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Energy-efficient optimization strategy based on elastic data migration in big data streaming platform by Yonglin PU, Xiaolong XU, Jiong YU, Ziyang LI, Binglei GUO

“…Focused on the problem that the stream computing platform was suffering from the high energy consumption and low efficiency due to the lack of consideration for energy efficiency in designing process, an energy-efficient optimization strategy based on elastic data migration in big data streaming platform (EEDM-BDSP) was proposed.Firstly, models of the load prediction and the resource judgment were set up, and the load prediction algorithm was designed, which predicted the load tendency and determine node resource occupancy, so as to find nodes of resource overload and redundancy.Secondly, models of the resource constraint and the optimal data migration were set up, and the optimal data migration algorithm was proposed, which data migration for the purpose of improving node resource utilization.Finally, model of the energy consumption was set up to calculate the energy consumption saved by the cluster after data migration.The experimental results show that the EEDM-BDSP changes node resources in the cluster can responded on time, the resource utilization and the energy-efficient are improved.…”
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Quantitative Detection of Financial Fraud Based on Deep Learning with Combination of E-Commerce Big Data by Jian Liu, Xin Gu, Chao Shang

“…Therefore, in the context of e-commerce big data, this paper proposes a quantitative detection algorithm for financial fraud based on deep learning. …”
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Scheme of enhancing real-time business processing capabilities based on Kudu for the big data platform by Feiyang GU, Ying KONG

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Analyzing the labor market and salary determinants for big data talent based on job advertisements in China. by Yingjie Lu, Hong Tuo, Haoyi Fan, Haiying Yuan

“…The demand for big data talent is rapidly increasing with the growth of the big data industry. …”
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Retracted: Correlation Analysis between Residents’ Income Satisfaction and Mental Health Based on Big Data by Occupational Therapy International

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Research on the Pattern and Evolution Characteristics of Global Dry Bulk Shipping Network Driven by Big Data by Haijiang Li, Xin Zhang, Peng Jia, Qianqi Ma

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Evaluation Method of Advanced Mathematics Teaching Reform Effect Based on Big Data Analysis Technology by Yeqin Chen

“…In order to promote the teaching reform, deepen the professional construction, innovate the talent training mode and course teaching mode, improve teachers’ advanced vocational education teaching design ability and teaching level, and promote the connotation construction of higher vocational colleges, an evaluation method of higher mathematics teaching reform effect based on big data analysis technology is proposed. In the research, the teaching status of advanced mathematics courses and the problems existing in teaching are firstly analyzed and studied. …”
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Bridging Big Data Analytics Capability and Competitive Advantage in China’s Agribusiness: The Mediator of Absorptive Capacity by Peng Zhang, Ramayah Thurasamy

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Big data classification method of non relational distributed submission information under differentiated requirements by Lu HAN, Weiyu CHEN, Fei ZHANG, Jianfeng HE, Huaizhen SU

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A Big Data Architecture for Digital Twin Creation of Railway Signals Based on Synthetic Data by Giulio Salierno, Letizia Leonardi, Giacomo Cabri

Subjects: “…Big data…”
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Call for Papers—Special Issue on Big Data Computing for Internet of Things and Utility and Cloud Computing

“…Big Data Mining and Analytics…”
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Architecture of intelligent credit governance system based on big data involved in panoramic fiduciary field by Wangyang LIU, Zhenqiang XIE, Qilin MU

Subjects: “…big data involved in fiduciary field…”
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Optimization of the Rapid Design System for Arts and Crafts Based on Big Data and 3D Technology by Haihan Zhou

“…In this paper, to solve the problem of slow design of arts and crafts and to improve design efficiency and aesthetics, the existing big data and 3D technology are used to conduct an in-depth analysis of the optimization of the rapid design system of arts and crafts machine salt baking. …”
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Intelligent Method for Identifying Driving Risk Based on V2V Multisource Big Data by Jinshuan Peng, Yiming Shao

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Security access permission authentication simulation of multi-source network big data based on blockchain by Bin LI, Hui HE, Zhongying ZHAO, Jingwei GUO

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Retracted: A Risk Assessment Algorithm for College Student Entrepreneurship Based on Big Data Analysis by null Complexity

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Discrete Dynamic Modeling Analysis of Rural Revitalization and Ecotourism Sustainable Prediction Based on Big Data by Yao Tang

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A big data based flow anomaly detection mechanism of electric power information network by Honghong JIANG, Tao ZHANG, Xinjian ZHAO, Xin QIAN, Tiancheng ZHAO, Lisha GAO

“…Due to the lack of efficient measuring means to handle the flow abnormal problems, a flow anomaly detection mechanism based on big data for the electric power information network was proposed. …”
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Integration and Fusion of Geologic Hazard Data under Deep Learning and Big Data Analysis Technology by Feng He, Chunxue Liu, Hongjiang Liu

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