Big Data Research ›› 2016, Vol. 2 ›› Issue (4): 13-23.doi: 10.11959/j.issn.2096-0271.2016038

• STUDY • Previous Articles     Next Articles

Research development on granular computing theory and method for big data

Jiye LIANG1,2,Yuhua QIAN1,2,Deyu Li1,2,Qinghua HU3   

  1. 1 Key Laboratory of Computational Intelligence and Chinese Information Processing of Ministry of Education,Shanxi University,Taiyuan 030006,China
    2 School of Computer and Information Technology,Shanxi University,Taiyuan 030006,China
    3 School of Computer Science and Technology,Tianjin University,Tianjin 300072,China
  • Online:2016-07-20 Published:2017-04-27
  • Supported by:
    The National Natural Science Foundation of China;The National Natural Science Foundation of China

Abstract:

Aiming at several data mining tasks,research developments on data granulation,multi-granularity pattern discovery and fusion,multi-granularity reasoning were carded and analyzed,and the preliminary study on two typical applications astronomical data mining and microblog data mining was summarized,which would be helpful for making a beneficial exploration in big data mining area.

Key words: big data, granular computing, data mining, information granulation, multi-granularity

No Suggested Reading articles found!