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Enterprise Intelligent Management Analysis and Visualization Based on Data Mining

  • Zhuang Miao,
  • Xiaoyang Yu,
  • Haoran Zhang,
  • Muwei Jian

摘要

Business intelligence is a data analysis software integrating data warehousing, online analysis, data mining, and visualization techniques. In this paper, we propose a visual analysis framework for enterprise intelligent management based on data clustering and mining, and the designed business intelligent system initially preprocesses and models business data generated from financial statements and stock trading, etc., and then uses a variety of methods including financial analysis, corporate valuation, and machine learning, so as to achieve the visualization analysis and to provide decision support for internal and external information users. Experimental analysis is conducted using BYHEALTH and other four comparable companies as typical examples, and the results demonstrate that the devised framework is all-inclusive, user-friendly, and practical.