Isbn: 9783642263873 - intelligent information access (studies in computational intelligence, band 301) (4 Ergebnisse)

Zustand: New. In English.

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Intelligent Information Access techniques attempt to overcome the limitations ofcurrent search devices by providing personalized information items and product/service recommendations. They normally utilize direct or indirect user input andfacilitate the information search and decision processes, according to user needspreferences and usage patterns. Recent developments at the intersection of InformationRetrieval, Information Filtering, Machine Learning, User Modelling, NaturalLanguage Processing and Human-Computer Interaction offer novel solutions thatempower users to go beyond single-session lookup tasks and that aim at servingthe more complex requirement: 'Tell me what I don't know that I need to know'.Information filtering systems, specifically recommender systems, have been revolutionizingthe way information seekers find what they want, because they effectivelyprune large information spaces and help users in selecting items that best meet theirneeds and preferences. Recommender systems rely strongly on the use of variousmachine learning tools and algorithms for learning how to rank, or predict userevaluation, of items. Information Retrieval systems, on the other hand, also attemptto address similar filtering and ranking problems for pieces of information such aslinks, pages, and documents. But they generally focus on the development of globalretrieval techniques, often neglecting individual user needs and preferences.The book aims to investigate current developments and new insights into methodstechniques and technologies for intelligent information access from a multidisciplinaryperspective. It comprises six chapters authored by participants in theresearch event Intelligent Information Access, held in Cagliari (Italy) in December2008.…

Paperback. Zustand: Brand New. 2010 edition. 152 pages. 9.25x6.10x0.35 inches. In Stock.

Taschenbuch. Zustand: Neu. Intelligent Information Access | Giuliano Armano (u. a.) | Taschenbuch | Studies in Computational Intelligence | xii | Englisch | 2012 | Springer | EAN 9783642263873 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. …