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Smart Information Systems: Computational Intelligence for Real-Life Applications (Advances in Computer Vision and Pattern Recognition) - Softcover

 
9783319380605: Smart Information Systems: Computational Intelligence for Real-Life Applications (Advances in Computer Vision and Pattern Recognition)

Inhaltsangabe

This text presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector. Features: provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry; reviews novel information aggregation services; discusses personalization and recommendation systems; examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world.

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This must-read text/reference presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence.

The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector.

Topics and features:

  • Provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry
  • Includes numerous individual use cases, which outline the need for smart information systems that help in typical situations faced by many on a daily basis
  • Reviews novel information aggregation services that illustrate how textual data can be employed to generate smart information services
  • Discusses personalization and recommendation systems that tailor information based on users individual preferences
  • Examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world

Offering practical and accessible guidance for the application of computational intelligence to solving real-world problems, this volume will prove invaluable to researchers and professionals involved in information retrieval, machine learning and data analysis.

Dr. Frank Hopfgartner is Director of the Competence Center Information Retrieval and Machine Learning of the Distributed Artificial Intelligence Laboratory, and lecturer at the Berlin Institute of Technology, Berlin, Germany.

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  • VerlagSpringer
  • Erscheinungsdatum2016
  • ISBN 10 3319380605
  • ISBN 13 9783319380605
  • EinbandTapa blanda
  • SpracheEnglisch
  • Anzahl der Seiten384
  • HerausgeberHopfgartner Frank
  • Kontakt zum HerstellerNicht verfügbar

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9783319141770: Smart Information Systems: Computational Intelligence for Real-Life Applications (Advances in Computer Vision and Pattern Recognition)

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ISBN 10:  3319141775 ISBN 13:  9783319141770
Verlag: Springer, 2015
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ISBN 10: 3319380605 ISBN 13: 9783319380605
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Taschenbuch. Zustand: Neu. Neuware -This text presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector. Features: provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry; reviews novel information aggregation services; discusses personalization and recommendation systems; examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 384 pp. Englisch. Artikel-Nr. 9783319380605

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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This text presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector. Features: provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry; reviews novel information aggregation services; discusses personalization and recommendation systems; examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world. Artikel-Nr. 9783319380605

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Hopfgartner, Frank (Editor)
Verlag: Springer, 2016
ISBN 10: 3319380605 ISBN 13: 9783319380605
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Paperback. Zustand: Brand New. reprint edition. 384 pages. 9.25x6.10x0.91 inches. In Stock. Artikel-Nr. 3319380605

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