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面向异构数据分析的形式概念分析扩展模型

智慧来

电子学报Issue(12):2451-2455,5.
电子学报Issue(12):2451-2455,5.DOI:10.3969/j.issn.0372-2112.2013.12.020

面向异构数据分析的形式概念分析扩展模型

Extended Model of Formal Concept Analysis Oriented for Heterogeneous Data Analysi s

智慧来1

作者信息

  • 1. 河南理工大学计算机科学与技术学院,河南焦作 454000
  • 折叠

摘要

Abstract

Heterogeneous data permeate in nearly every application and research field .Modeling and correlation analysis about heterogeneous data is the bottleneck of the conventional concept lattice as well as its various type of extended model .This pa-per presents a generalized concept lattice model by altering the definition of Galois connection function f ( A ) and g ( B ) given by Ganter and Wille ,and discusses the ordering on heterogeneous attributes .After a survey of event-oriented knowledge representation , an event model formalized by generalized concept lattice is presented as an application ,which is capable of dealing with different types of attributes and mining useful knowledge .This example gives a clue of generalized concept lattice model application in other fields .

关键词

形式概念分析/概念格/异构数据/事件建模

Key words

formal concept analysis/concept lattice/heterogeneous data/event modeling

分类

信息技术与安全科学

引用本文复制引用

智慧来..面向异构数据分析的形式概念分析扩展模型[J].电子学报,2013,(12):2451-2455,5.

基金项目

国家自然科学基金(No .60975033),河南理工大学博士基金 ()

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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