Big Data Research ›› 2021, Vol. 7 ›› Issue (1): 3-21.doi: 10.11959/j.issn.2096-0271.2021001

• Data-Driven Intelligent Software Development • Previous Articles     Next Articles

Big data based intelligent software development methodology and environment

Bing XIE1, Xin PENG2,3, Gang YIN4,5, Xuandong LI6, Jun WEI7,8, Hailong SUN9,10   

  1. 1 School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China
    2 School of Computer Science, Fudan University, Shanghai 200438, China
    3 Shanghai Key Laboratory of Data Science, Shanghai 200438, China
    4 Green Computing Consortium, Beijing 100036, China
    5 Hunan Intelligent Engine Technology Co., Ltd., Changsha 410073, China
    6 State Key Laboratory for Novel Software Technology at Nanjing University, Nanjing 210023, China
    7 University of Chinese Academy of Sciences, Beijing 100190, China
    8 Institute of Software, Chinese Academy of Sciences, Beijing 100190, China
    9 State Key Laboratory for Software Development Environment(Beihang University), Beijing 100191, China
    10 School of Computer Science and Engineering, Beihang University, Beijing 100191, China
  • Online:2021-01-15 Published:2021-01-01
  • Supported by:
    The National Key Research and Development Program of China(2016YFB1000800)

Abstract:

A series of researches were conducted on the collection and organization of software engineering big data, software development knowledge representation and extraction, intelligent software development tools and service platforms. The purpose is to establish big data based intelligent software development technique systems, develop intelligent software development supporting tools, and form the next-generation intelligent software development environment and cloud-based platforms incorporating human, tools, and data. The outcome of the project includes a public service platform for the widespread innovation of the people and a series of intelligent software development environments for enterprises.

Key words: software reuse, big data, intelligent software development, knowledge graph, recommendation

CLC Number: 

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