Metasynthetic Computing and Engineering of Complex Systems: Advanced Information and Knowledge Processing
Autor Longbing Caoen Limba Engleză Paperback – 9 oct 2016
Din seria Advanced Information and Knowledge Processing
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Specificații
ISBN-13: 9781447170624
ISBN-10: 1447170628
Pagini: 364
Ilustrații: XIV, 348 p. 120 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.55 kg
Ediția:Softcover reprint of the original 1st edition 2015
Editura: Springer
Colecția Advanced Information and Knowledge Processing
Seria Advanced Information and Knowledge Processing
Locul publicării:London, United Kingdom
ISBN-10: 1447170628
Pagini: 364
Ilustrații: XIV, 348 p. 120 illus.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.55 kg
Ediția:Softcover reprint of the original 1st edition 2015
Editura: Springer
Colecția Advanced Information and Knowledge Processing
Seria Advanced Information and Knowledge Processing
Locul publicării:London, United Kingdom
Cuprins
Preface.- Complex Systems.- Ubiquitous Intelligence. - Systems Methodologies. – Computing Paradigms. –Metasynthesis. – OSOAD Methodology. –Visual Modelling. – Formal Modelling. – Integrative Modelling. – Agent Service- Oriented Architectural Design. – Agent Service-Oriented Detailed Design. – Ontological Engineering. – OSOAD Case Study. – Actionable Knowledge Discovery and Delivery. – Learning Complex Behavioural and Social Data. – Opportunities and Prospects. Index
Textul de pe ultima copertă
Provides a comprehensive overview and introduction to the concepts, methodologies, analysis, design and applications of metasynthetic computing and engineering. The author:
- Presents an overview of complex systems, especially open complex giant systems such as the Internet, complex behavioural and social problems, and actionable knowledge discovery and delivery in the big data era.
- Discusses ubiquitous intelligence in complex systems, including human intelligence, domain intelligence, social intelligence, network intelligence, data intelligence and machine intelligence, and their synergy through metasynthetic engineering.
- Explains the concept and methodology of human-centred, human-machine-cooperated qualitative-to-quantitative metasynthesis for understanding and managing open complex giant systems, and its computing approach: metasynthetic computing.
- Introduces techniques and tools for analysing and designing problem-solving systems for open complex problems and systems.
Caracteristici
Provides a comprehensive overview of complex systems and their methodologies for understanding system complexities and ubiquitous intelligence Presents a new methodology and corresponding approaches, namely, metasynthetic computing and engineering, to view, analyse, design and implement problem-solving systems Includes tools for handling open complex systems and problems
Notă biografică
Prof Longbing Cao is the Distinguished Chair in Artificial Intelligence (AI) and an Australian Research Council Future Fellow (professor) at the School of Computing, Macquarie University, Australia. Before joining Macquarie, he was the Founding Director of the Advanced Analytics Institute at the University of Technology Sydney and was a chief technology officer. Prof Cao is an internationally active research leader in AI, data science, and machine learning in both research and practice. He chaired many ACM and IEEE chapters and task forces and served as general chairs, program chairs, and steering committee chairs of prestigious international conferences. He has served as editors-in-chief and on editorial boards of core AI and data science journals. His significant research leadership and socioeconomic benefits have been recognized by an individual Australia's Eureka Prize and elected as an ACM Distinguished Scientist by ACM.