期刊文献+

机器学习与教育教学的思考

Thinking about machine learning and education teaching
下载PDF
导出
摘要 分析了目前在人工智能领域主要的机器学习算法所蕴涵的知识性质,指出了机器学习与教育理论存在的相似性,同时根据机器学习的特点讨论了对教育的启发,并且对机器学习在教学教育中的应用提出了建议。 Analysis of the current in the field of artificial intelligence machine learning algorithms mainly contained the nature of knowledge,has pointed out the similarities of the machine learning and education theory,at the same time,according to the characteristics of machine learning is discussed enlightenment to education,and suggests the application in education and teaching of machine learning.
作者 刘晓薇
出处 《经济研究导刊》 2014年第35期107-110,共4页 Economic Research Guide
基金 江西省教育厅2011年度科技项目"基于超分辨率的1000DPI掌纹采集仪算法的研究"(GJJ11592)的阶段性成果
关键词 机器学习 知识复杂性 知识默会性 数据挖掘 machine learning knowledge complexity knowledge is tacit data mining
  • 相关文献

参考文献14

  • 1Bishop,C.M.模式识别与机器学习,Springer? ISBN978-0-387-31073-2,(2006).
  • 2Michael Polanyi.Knowing and Being, The University of Chicago Press, Chicago, 1969:138.
  • 3Michael Polanyi.Pers0nal knowledge, Routledge, London, 1958: 70,78.
  • 4Michael Polanyi.Study of Man, The University of Chicago Press, Chicago, 1958 : 25.
  • 5普里戈金 曾国屏译.从混沌到有序[M].上海:上海译文出版社,1987.19-38.
  • 6陈一壮.埃德加·莫兰的“复杂方法”思想及其在教育领域内的体现[J].教育科学,2004,20(2):1-5. 被引量:34
  • 7刘晓薇,易华平.神经元学说对教育理论研究的启示[J].教育学术月刊,2009(10):17-19. 被引量:2
  • 8普利高津等.从混沌到有序[M].上海:上海译文出版社,1987.33,42,28,65,67,68,27,5.
  • 9Corinna Cortes and V.Vapnik, Support-Vector Networks, Machine Learning, 20,1995.
  • 10Nello Cristianini and John Shawe-Taylor.An Introduction to Support Vector Machines and other kernel-based learning methods. Cambridge University Press,2000.ISBN 0-521-78019-5 .

二级参考文献12

  • 1莫兰.迷失的范式:人性研究[M].北京:北京大学出版社,1999.43-44,176.
  • 2莫兰.复杂思想:自觉的科学[M].北京:北京大学出版社,2001.214,174-175,170.
  • 3莫兰.方法:思想观念[M].北京:北京大学出版社,2002.206.
  • 4莫兰.复杂思想导论(法文版)[M].ESF出版社,1990.10.
  • 5Kumpati S Narendra. Neural networks for control theory and practice. Proceedings of the IEEE, 1996,84(10): 1385 -1406.
  • 6雷纳特.N.凯恩.创设与联结:教学与人脑[M].上海:华东师范大学出版社,2004.3..
  • 7Jonassen D.H.Thinking Technology : Chaos in Instructional Design, Educational Technology, 1990,30(2) : 32-34.
  • 8Dowding T.Managing Chaos (or How to Survive the Instructional Development Process) , Educational Technology,1991,31 (1) :26-31.
  • 9You Y.What Can We Learn from Chaos Theory? An Alternative Approach to Instructional Systems Design,ETR&D, 1993,41 (3) : 17-32.
  • 10Jonassen D.H.etc.Certainty,Determinism and Predictability in Theories of Instructional Design:Lesson from Science ,Educational Technology, 1997,37 ( 1 ) : 27-33.

共引文献48

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部