Title :
Research on combined formal context
Author :
Li, Mei-Zheng ; Yang, Hong-Qiang ; Pei, Duo ; Mi, Ju-Sheng
Author_Institution :
Coll. of Math. & Inf. Sci., Hebei Normal Univ., Shijiazhuang, China
Abstract :
Currently, there are many ways to generate new formal contexts from the original ones. Among these ways, combining formal contexts is the simplest one. This paper mainly discusses the attribute characteristics in the composition of two formal contexts, which is called the combined formal context. It is proved that there exists a strong connection between the attribute characteristics in a combined context and those in the original contexts. Besides, some knowledge acquisition rules from the combined formal context are obtained by the rules from the original contexts. Furthermore, the relationships between the irreducible attributes of the combined context and those of the original contexts are studied.
Keywords :
data mining; formal concept analysis; combined formal context; irreducible attribute; knowledge acquisition rule; Context; Educational institutions; Electronic mail; Information science; Knowledge representation; Lattices; Combined contexts; attribute characteristics; implications between attributes; irreducible attributes;
Conference_Titel :
Granular Computing (GrC), 2011 IEEE International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-4577-0372-0
DOI :
10.1109/GRC.2011.6122627