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 An Organizational Approach Toward Peer-to-Peer Based Semantic Search Engines.
Наименование:

An Organizational Approach Toward Peer-to-Peer Based Semantic Search Engines.

автор Haizheng Z. издательство Книга по Требованию Механика. Динамика
Cтраниц 164        мягкая обложка       
Аннотация: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. 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. 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.
Автор: Haizheng Z.
Издательство: Книга по Требованию
Год:2008
Цена:
2783 руб
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Поиск: An Organizational Approach Toward Peer-to-Peer Based Semantic Search Engines.



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