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A Popularity-Aware Semantic Overlay for Efficient Peer-to-Peer SearchLEE, C. , CHOI, J. , KIM, E.
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computer networks, distributed computing, distributed information systems, keyword search, peer to peer computing
peer(14), search(8), networks(6), systems(5), social(4), semantic(4), science(4), notes(4), lecture(4), information(4)
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About this article
Date of Publication: 2014-11-30
Volume 14, Issue 4, Year 2014, On page(s): 105 - 108
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2014.04016
Web of Science Accession Number: 000348772500016
SCOPUS ID: 84921628988
This paper presents a novel semantic overlay scheme that connects peers based on the similarity of their contents. Semantic closeness among overlay peers can effectively be determined via the exchanges of their content summary using Bloom filters. The overlay link quality is further improved by carefully selecting semantic neighbors according to their potential to contribute to content-based searches. The basic idea behind the semantic neighbor selection is that highly replicated documents should not excessively dominate the overlay topology, overshadowing rare to modestly-replicated items whose query efficiency is often more critical for overall search performance. The efficacy of the proposed semantic overlay is validated through our simulation study which demonstrates superior overlay link quality and query routing performance.
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