Presentation 2010-10-15
Improvement of Information Retrieval Efficiency by Crossing Multiple Community Networks
Hirona SHIMOKAWA, Yasuhiro SATO, Shingo ATA, Ikuo OKA,
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Abstract(in English) Some studies have shown that using by a single scale-free network is not appropriate for modeling social networks that represent human relationships in real world. In the social networks, multiple community networks based on common interests or values exist together. However, there is no study on communication model where multiple community networks are taken into consideration. Moreover, the evaluation that considers the load-balancing of the hub node in the scale-free network is done as an application of the information search by crossing of multiple networks. In this paper, we investigate how the performance of information retrieval is affected by using multiple community networks. To evaluate the performance, we use a degree of density which denotes the processing cost of hub nodes as well as the distance.We show that the performance of information retrieval by crossing different community networks improves in terms of the number of hops and degree of density on any path between two nodes.
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Keyword(in English) Scale free / power-law networks / community / composite networks / information retrieval
Paper # IN2010-71
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Committee IN
Conference Date 2010/10/7(1days)
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Registration To Information Networks (IN)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Improvement of Information Retrieval Efficiency by Crossing Multiple Community Networks
Sub Title (in English)
Keyword(1) Scale free
Keyword(2) power-law networks
Keyword(3) community
Keyword(4) composite networks
Keyword(5) information retrieval
1st Author's Name Hirona SHIMOKAWA
1st Author's Affiliation Graduate School of Engineering, Osaka City University()
2nd Author's Name Yasuhiro SATO
2nd Author's Affiliation Faculty of Maritime Safety Technology, Japan Coast Guard Academy
3rd Author's Name Shingo ATA
3rd Author's Affiliation Graduate School of Engineering, Osaka City University
4th Author's Name Ikuo OKA
4th Author's Affiliation Graduate School of Engineering, Osaka City University
Date 2010-10-15
Paper # IN2010-71
Volume (vol) vol.110
Number (no) 224
Page pp.pp.-
#Pages 6
Date of Issue