期刊文献+

采用二叉树结构生成概念格的算法 被引量:1

Algorithm of generating concept lattice based on binary tree
下载PDF
导出
摘要 概念格是数据分析的一种有力工具。而二叉树在数据结构中具有简单的存储结构。给出了一类具有特殊结构的概念格,针对这种类型的概念格,采用二叉树的结构对概念格的节点进行重新的组织,研究了基于添加对象的渐进式生成概念格的算法。利用这种二叉树的结构,在某些情况下可以减少判断不变概念或更新概念的范围,同时,结合实例说明了这种算法的有效性。 Concept lattice is a powerful tool of data analysis.The binary tree in the data structure has the simple storage struc- ture.By giving a type of concept lattice which has a special structure,on account of this type of concept lattice,this binary tree structure is used to re-organize the concepts in concept lattice.The algorithm which is based on add-object incremental algorithm to generate the concept lattice is researched.By using this structure of binary tree,in some cases,it can reduce the judging scope of old concept and update concept.At the same time,the effectiveness of this algorithm is illustrated combined with examples.
作者 毛华 张智星
出处 《计算机工程与应用》 CSCD 北大核心 2009年第33期35-37,共3页 Computer Engineering and Applications
基金 河北省自然科学基金数学专项基金No.08M005~~
关键词 概念格 二叉树 渐进式算法 对象 concept lattice binary tree incremental algorithm object
  • 相关文献

参考文献9

二级参考文献25

  • 1沈夏炯,韩道军,刘宗田,马骏.概念格构造算法的改进[J].计算机工程与应用,2004,40(24):100-103. 被引量:26
  • 2GodinR,MissaouiR,AlaouiH.Incremental concept formation algorithms based on Galois(concept)lattices[J].Computa-tionalIntelligence,1995;11 (2) :246~267
  • 3Carpineto C, Romano G. Information retrieval through hybrid navigation of lattice representations. International Journal of Human-Computer Studies, 1996, 45: 553-578
  • 4Carpineto C, Romano G. A lattice conceptual clustering system and its application to browsing retrieval. Machine Learning, 1996, 24(2):95-122
  • 5Godin 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
  • 6Godin R, Missaoui R, Alaoui H. Incremental concept formation algorithms based on Galois (concept) lattices. Computational Intelligence, 1995, 11(2):246-267
  • 7Godin 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
  • 8Nourine L, Raynaud O. A fast algorithm for building lattices. Information Processing Letters, 1999, 71(5-6):199-204
  • 9Snelting G, Tip T. Reengineering class hierarchies using concept analysis. In: Proc ACM SIGSOFT Symposium on the Foundations of Software Engineering, Lake Buena Vista, Frorida, USA, 1998. 99-110
  • 10Wille R. Restructuring lattice theory: An approach based on hierarchies of concepts. In: Rival I eds. Ordered Sets, Dordrecht: Reidel, 1982. 445-470

共引文献140

同被引文献7

引证文献1

二级引证文献1

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