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Viac informácií o knihe Toward Peer-to-Peer Based Semantic Search Engines

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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Information technology: general issues

• Celý názov: Toward Peer-to-Peer Based Semantic Search Engines
• Autor: Haizheng Zhang
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 164
• EAN: 9783639084795
• ISBN: 3639084799
• ID: 06817661
• Nakladateľ: VDM Verlag Dr. Mueller E.K.
• Hmotnosť: 236 g
• Rozmery: 231 × 154 × 9 mm
• Dátum vydania: 06. October 2008

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