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Toward Peer-to-Peer Based Semantic Search Engines
Toward Peer-to-Peer Based Semantic Search Engines
Toward Peer-to-Peer Based Semantic Search Engines
Toward Peer-to-Peer Based Semantic Search Engines
Toward Peer-to-Peer Based Semantic Search Engines
Toward Peer-to-Peer Based Semantic Search Engines
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Toward Peer-to-Peer Based Semantic Search Engines

Haizheng Zhang

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Paperback / softback
06 October 2008
RRP: $94.75
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Description  
This book frames a peer-to-peer information retrieval problem as a multi-agent framework and attacks it from an organizational perspective by exploring various adaptive, self-organizing topological organizations, designing appropriate coordination strategies, and exploiting learning techniques to create more accurate routing policy for large-scale agent organizations. In addition, a reinforcement-learning based approach is developed in this thesis to take advantage of the run-time characteristics of P2P IR systems, including environmental parameters, bandwidth usage, and historical information about past search sessions. In the learning process, agents refine their content routing policies by constructing relatively accurate routing tables based on a Q-learning algorithm. Experimental results show that this learning algorithm considerably improves the performance of distributed search sessions in P2P IR systems. The book is addressed to researchers and practitioners in information retrieval and search engine, content-based routing areas.
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RRP: $94.75
$76.00
Ships in 5–7 business days
Hurry up! Current stock:
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Easy Returns  

Toward Peer-to-Peer Based Semantic Search Engines

RRP: $94.75
$76.00

Description

This book frames a peer-to-peer information retrieval problem as a multi-agent framework and attacks it from an organizational perspective by exploring various adaptive, self-organizing topological organizations, designing appropriate coordination strategies, and exploiting learning techniques to create more accurate routing policy for large-scale agent organizations. In addition, a reinforcement-learning based approach is developed in this thesis to take advantage of the run-time characteristics of P2P IR systems, including environmental parameters, bandwidth usage, and historical information about past search sessions. In the learning process, agents refine their content routing policies by constructing relatively accurate routing tables based on a Q-learning algorithm. Experimental results show that this learning algorithm considerably improves the performance of distributed search sessions in P2P IR systems. The book is addressed to researchers and practitioners in information retrieval and search engine, content-based routing areas.

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