Big Data Research ›› 2018, Vol. 4 ›› Issue (4): 86-93.doi: 10.11959/j.issn.2096-0271.2018043

Special Issue: 大数据

• COLUMN：NATIONAL ENGINEERING LABORATORY FOR BIG DATA • Previous Articles     Next Articles

Big data analysis and application technology innovation platform

Pingwen ZHANG1,Weinan E2,Xiaoru YUAN3,Yiming FU4   

  1. 1 School of Mathematical Science,Peking University,Beijing 100871,China
    2 Center for Data Science of Peking University,Beijing 100871,China
    3 School of Electronics Engineering and Computer Science,Peking University,Beijing 100871,China
    4 Beijing Institute of Big Data Research,Beijing 100871,China
  • Online:2018-07-15 Published:2018-08-08

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Abstract:

In view of bottlenecks faced by big data analysis and application in China,such as weak big data mining and analysis ability,low big data algorithm application and comprehensive ability,the overall technical framework of big data analysis and application technology innovation platform was systematically introduced.The shortcomings and solutions of the five major common technologies in China's big data analysis and application were analyzed in detail.The design ideas and application directions of the four supporting platforms in the innovation platform were introduced.Finally,the future development direction and key work of the National Engineering Laboratory for Big Data Analysis and Application were introduced.

Key words: big data, data processing, quality control, data mining, visual analytics, intelligent data management, National Engineering Laboratory

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