期刊文献+

基于属性的概念格渐进式生成算法 被引量:27

Attribute-based Incremental Formation Algorithm of Concept Lattice
下载PDF
导出
摘要 提出了一种新的基于属性的渐进式概念格生成算法 ,通过不断地渐增属性来构造概念格 .该算法不仅为概念格的构造提供了一种新的方法 ,还解决了在已构造好概念格的前提下 ,增加属性所带来的概念格更新问题 .给出了算法的实现方法 ,并结合实例说明了概念格的更新过程 .试验表明 ,在通常情况下 。 This paper suggests a different incremental algorithm of concept lattice construction, which is attribute based, i.e., the algorithm is based on increasing attributes during the construction process. It provided a new approach for building concept lattice and resolves the problem of concept lattice update caused by appending new attributes into an existing context of the lattice,also presentsed the implementation of this algorithm and demonstrates the process of concept lattice updating by an example.The experiment indicates that this algorithm's performance is superior in general case.
出处 《小型微型计算机系统》 CSCD 北大核心 2004年第10期1768-1771,共4页 Journal of Chinese Computer Systems
基金 国家自然科学基金 ( 60 2 75 0 2 2 )资助
关键词 形式概念分析 概念格 属性 渐进式生成 formal concept analysis(FCA) concept lattice attribute incremental formation
  • 相关文献

参考文献3

二级参考文献16

  • 1胡学钢 简宋全.基于扩展概念格的知识表示与构造:2000年亚太微型计算机会议论文[M].,..
  • 2王志海.合肥工业大学博士论文[M].,.83-89.
  • 3胡学钢,2000年亚太微型计算机会议论文
  • 4王志海,博士学位论文,83页
  • 5Carpineto C, Romano G. Information retrieval through hybrid navigation of lattice representations. International Journal of Human-Computer Studies, 1996, 45: 553-578
  • 6Carpineto C, Romano G. A lattice conceptual clustering system and its application to browsing retrieval. Machine Learning, 1996, 24(2):95-122
  • 7Godin R, Mineau G W, Missaoui R. Incremental structuring of knowledge bases. In: Proc International Symposium on Knowledge Retrieval, Use, and Storage for Efficiency(KRUSE'95), Santa Cruz, 1995. 179-193
  • 8Godin R, Missaoui R, Alaoui H. Incremental concept formation algorithms based on Galois (concept) lattices. Computational Intelligence, 1995, 11(2):246-267
  • 9Godin R, Mili H, Mineau G W et al. Design of class hierarchies based on concept (Galois) lattices. Theory and Application of Object Systems, 1998, 4(2):117-134
  • 10Nourine L, Raynaud O. A fast algorithm for building lattices. Information Processing Letters, 1999, 71(5-6):199-204

共引文献173

同被引文献181

引证文献27

二级引证文献56

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