Presentation 2004/4/15
Enumerating Isolated Subgraphs
Tsuyoshi OSUMI, Hiro ITO, Kazuo IWAMA,
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Abstract(in English) One of the recently popular problems on the web graph is to find groups of web pages which are densely linked inside each group. Cliques are obviously a natural model for such groups. Unfortunately, however, most problems regarding cliques, such as finding a maximum one and enumerating maximal ones, are intractable. There is no good approximation, either. In this paper, we introduce "isolated" cliques or isolated subgraphs in general, for which we require not only that each subgraph is densely linked inside but also that each subgraph has few links to the outside. Typically, if the clique is of size fc, then only κ-1 or less edges to the outside are allowed. Our main results show that such an isolation condition makes many problems surprisingly easy. Problems like enumerating isolated cliques can be solved in polynomial time, and isolated pseudo cliques (which are less dense than cliques) which have average degrees at least κ-log κ and minimum degrees at least κ/(logκ) also can be enumerated in polynomial time. More, in general, we show that isolated subgraphs can be enumerated in polynomial time by considering edge-connectivities.
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Keyword(in English) graph / Web / enumeration / clique / cut
Paper # COMP2004-5
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Conference Information
Committee COMP
Conference Date 2004/4/15(1days)
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Registration To Theoretical Foundations of Computing (COMP)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Enumerating Isolated Subgraphs
Sub Title (in English)
Keyword(1) graph
Keyword(2) Web
Keyword(3) enumeration
Keyword(4) clique
Keyword(5) cut
1st Author's Name Tsuyoshi OSUMI
1st Author's Affiliation School of Infomatics, Kyoto University()
2nd Author's Name Hiro ITO
2nd Author's Affiliation School of Infomatics, Kyoto University
3rd Author's Name Kazuo IWAMA
3rd Author's Affiliation School of Infomatics, Kyoto University
Date 2004/4/15
Paper # COMP2004-5
Volume (vol) vol.104
Number (no) 16
Page pp.pp.-
#Pages 6
Date of Issue