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Intelligent Multimedia Multi-Agent Systems: A Human-Centered Approach: The Springer International Series in Engineering and Computer Science, cartea 582

Autor Rajiv Khosla, Ishwar K. Sethi, Ernesto Damiani
en Limba Engleză Hardback – 31 oct 2000
Intelligent Multimedia Multi-Agent Systems focuses on building intelligent successful systems. The book adopts a human-centered approach and considers various pragmatic issues and problems in areas like intelligent systems, software engineering, multimedia databases, electronic commerce, data mining, enterprise modeling and human-computer interaction for developing a human-centered virtual machine.
The authors describe an ontology of the human-centered virtual machine which includes four components: activity-centered analysis component, problem solving adapter component, transformation agent component, and multimedia based interpretation component. These four components capture the external and internal planes of the system development spectrum. They integrate the physical, social and organizational reality on the external plane with stakeholder goals, tasks and incentives, and organization culture on the internal plane.
The human-centered virtual machine and its four components are used for developing intelligent multimedia multi-agent systems in areas like medical decision support and health informatics, medical image retrieval, e-commerce, face detection and annotation, internet games and sales recruitment. The applications in these areas help to expound various aspects of the human-centered virtual machine including, human-centered domain modeling, distributed intelligence and communication, perceptual and cognitive task modeling, component based software development, and multimedia based data modeling. Further, the applications described in the book employ various intelligent technologies like neural networks, fuzzy logic and knowledge based systems, software engineering artifacts like agents and objects, internet technologies like XML and multimedia artifacts like image, audio, video and text.
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Specificații

ISBN-13: 9780792379799
ISBN-10: 0792379799
Pagini: 333
Ilustrații: XX, 333 p.
Dimensiuni: 155 x 235 x 21 mm
Greutate: 0.69 kg
Ediția:2000
Editura: Springer Us
Colecția Springer
Seria The Springer International Series in Engineering and Computer Science

Locul publicării:New York, NY, United States

Public țintă

Research

Cuprins

1 Successful Systems or Successful Technologies?.- 2 Technologies.- 3 Pragmatic Considerations and Enabling Theories.- 4 Human-Centered System Development Framework.- 5 Human-Centered Virtual Machine.- 6 Intelligent Multimedia Multi-Agent Clinical Diagnosis and Treatment Support System.- 7 A Multi-Agent System for Face Detection and Annotation.- 8 Modeling Human Dynamics and Breakdowns — Intelligent Agents for Internet Games and Recruitment.- 9 Intelligent Multimedia Information Management.- 10 A Brokerage System for Electronic Commerce Based on HCVM.- 11 A User-Centered Approach to Content-Based Retrieval of Medical Images.- 12 HCVM Revisited.

Recenzii

`For the research-oriented reader the book provides a complete and interesting discussion, enriched of practical results. I consider this book very good to have on one's shelf if one needs to apply software agent technology for advanced multimedia.'
Soft Computing, 5 (2001)