大数据挖掘创新的新思路  

Invited paper:New ideas for the innovation of mining big data

作　　者：朱亚宗[1] ZHU Yazong(College of Liberal Arts and Sciences,National University of Defense Technology,Changsha 410072,China)

机构地区：[1]国防科技大学文理学院,湖南长沙410072

出　　处：《国防科技》2021年第5期135-142,共8页National Defense Technology

摘　　要：以计算机为主的现代手段,在数据挖掘中虽然取得了很大成功,但是与现实的需求相比,仍有巨大的差距。大数据挖掘创新将是一个永恒的主题。吴文俊院士创造的计算机算法“吴方法”,是汲取中国传统科学思想方法精华的瑰宝,不仅开辟了定理机器证明的科学新方向,而且还创造了大数据挖掘的新方法。“吴方法”显示了传统科学方法与计算机主导的现代手段相结合的巨大威力,必将对大数据挖掘创新产生不可估量的影响。本文还通过深入分析一些重大科学发现,如行星运动三定律、DNA双螺旋结构等案例,探讨了传统科学思想方法对大数据挖掘的重要启示。Computer-based modern methods have achieved great success in data mining.However,compared to the actual needs of society,an enormous gap remains.Innovations in mining big data will be an eternal theme.The computer algorithm“Wu’s Method,”which was created by academician Wenjun Wu,is a treasure that draws upon the essence of traditional Chinese scientific thinking and methods.It not only inaugurates a new scientific direction for mechanical theorem proving,but also creates a new method for mining big data.“Wu’s Method”shows the great power of integrating traditional scientific methods with modern computer-based methods.It shall certainly have an inestimable impact on the innovation of mining big data.Through deeply analyzing some major scientific discoveries,such as Kepler’s laws of planetary motion,DNA’s double-helix structure,etc.,this paper investigates the important illumination of traditional scientific thinking and methods on mining big data.

关 键 词：数据挖掘 数据 算法 “吴方法” 传统科学方法 

分 类 号：G312[文化科学]