LNCS 2787 Immune Based Framework for Exploratory Bioinformation Retrieval from the Semantic Web 1st Edition by Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park, Kwang Hyung Lee ISBN 3540451927 9783540451921
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Authors:Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park; Kwang-Hyung Lee , Tags:Artificial Immune Systems , Author sort:Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park & Lee, Kwang-Hyung , Languages:Languages:eng , Published:Published:Oct 2003
LNCS 2787 – Immune-Based Framework for Exploratory Bio-information Retrieval from the Semantic Web 1st Edition by Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park, Kwang-Hyung Lee – Ebook PDF Instant Download/Delivery. 3540451927, 9783540451921
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Product details:
ISBN 10: 3540451927
ISBN 13: 9783540451921
Author: Doheon Lee, Jungja Kim, Mina Jeong, Yonggwan Won, Seon Hee Park, Kwang-Hyung Lee
LNCS 2787 – Immune-Based Framework for Exploratory Bio-information Retrieval from the Semantic Web 1st Edition:
This paper proposes an immune-based framework for adaptive query expansion in the semantic web, where exploratory queries, common in biological information retrieval, can be answered more effectively. The proposed technique has a metaphor with negative selection and clonal expansion in immune systems. This work is differentiated from the previous query expansion techniques by its data-driven adaptation. It utilizes target databases as well as the ontology to expand queries. This data-driven adaptive feature is especially important in exploratory information retrieval where the querying intention itself can be dynamically changed by relevance feedback.
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