Title :
NMF: Network Mining Framework Using Topological Structure of Complex Networks
Author :
Sugiyama, Kouhei ; Ohsaki, Hiroyuki ; Imase, Makoto ; Yagi, Takeshi ; Murayama, Junichi
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita
Abstract :
In this paper, a variety of link mining methods are handled in an integrated manner with previous data mining methods, and a network mining framework (NMF) is proposed. This paper also presents example usages of the NMF, and discusses how high-level network mining are achieved by using the NMF.
Keywords :
data mining; complex networks; link mining methods; network mining framework; topological structure; Algorithm design and analysis; Analysis of variance; Classification algorithms; Clustering algorithms; Complex networks; Data analysis; Data mining; Data processing; Detection algorithms; Pattern analysis; Complex Networks; Framework; Link Mining; Network Mining; Topological Structure;
Conference_Titel :
Congress on Services Part II, 2008. SERVICES-2. IEEE
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3313-1
Electronic_ISBN :
978-0-7695-3313-1
DOI :
10.1109/SERVICES-2.2008.25
