Title :
Computation of Intent Reduction Based on Incremental Construction of Concept Lattices
Author :
Bin, Ge ; Meng Xiang-rui
Author_Institution :
Dept. Of Sci. Res., Anhui Univ. Of Sci. & Technol., Huainan, China
Abstract :
Concept lattice is accurate and complete in knowledge representation and is an effective tool for data analysis and knowledge discovery. This paper focuses on incremental computation of intent reduction of concepts. By theoretical analysis of characteristic change of intent reduction of lattice nodes during incremental construction of concept lattice, it advances an incremental algorithm to compute intent reduction based on Godin algorithm.
Keywords :
data analysis; data mining; knowledge representation; Godin algorithm; concept lattice; data analysis; incremental construction; intent reduction computation; knowledge discovery; knowledge representation; Algorithm design and analysis; Arrays; Buildings; Classification algorithms; Construction industry; Labeling; Lattices;
Conference_Titel :
Management and Service Science (MASS), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5325-2
Electronic_ISBN :
978-1-4244-5326-9
DOI :
10.1109/ICMSS.2010.5577345
