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research article

Beyond term indexing: A P2P framework for Web information retrieval

Podnar, Ivana
•
Rajman, Martin  
•
Luu, Toan
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2006
Informatica

Web search over peer-to-peer (P2P) networks shows promise to become an alternative to the state-of-the-art search engines since P2P overlays offer means for decentralized search across widely-distributed document collections. However, the design of effective techniques for P2P indexing and retrieval raises a number of technical challenges due to potentially unscalable resource (e.g. bandwidth, storage) consumption. The paper presents a framework for full-text information retrieval in structured P2P networks and introduces a novel retrieval model based on highly discriminative keys—terms and term sets appearing in a restricted number of documents—that ensure efficient and scalable retrieval. Our goal is to design scalable techniques for building a global key index in structured P2P overlays for large document collections. We present experimental results that show acceptable indexing and retrieval costs while the retrieval quality is comparable to standard centralized solutions with BM25 relevance computation scheme.

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Type
research article
Author(s)
Podnar, Ivana
Rajman, Martin  
Luu, Toan
Klemm, Fabius  
Aberer, Karl  
Date Issued

2006

Published in
Informatica
Volume

30

Issue

2

Start page

153

End page

161

Subjects

information retrieval

•

peer-to-peer networks

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LSIR  
LIA  
Available on Infoscience
July 27, 2006
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/232734
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