Author: Michael E. Miller
Publisher: CRC Press
ISBN: 1040111750
Category : Computers
Languages : en
Pages : 309
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Book Description
This book departs from the assumption that Artificial Intelligence (AI) systems will provide a maximum advantage by replacing human cognitive processing. Instead, this book subscribes to the assumption that AI systems will provide a maximal advantage when the system is specifically designed to augment human intelligence. It provides methods for designing effective systems that include one or more humans and one or more AI entities and uses the approach that assumes automation does not replace human activity but fundamentally changes the structure of human work when AI is added to existing systems. Integrating Artificial and Human Intelligence through Agent Oriented Systems Design discusses the potential impact of AI on human work and life and explores why teamwork is necessary today for complex work environments. The book explains the processes and methods humans employ to effectively team with one another and presents the elements of artificial agents that permit them to function as team members in joint human and artificial teams. It discusses design goals and illustrates how the methods that have been used to model the complex interactions among human and artificial agents can be expanded to enable the design of interaction between them to make possible the attainment of the shared goals. Model-Based Systems Engineering (MBSE) tools that provide logical designs of human–agent teams, the AI within these teams, training to be deployed for human and artificial agent team members, and the interfaces between human and artificial agent team members are all covered. MBSE files containing profiles and examples for building MBSE models used in the design approach are featured on the author’s website (https://lodesterresci.com/hat). This book is an ideal read for students, professors, engineers, and project managers associated with designing and developing AI systems or systems that seek to incorporate AI.
Author: Michael E. Miller
Publisher: CRC Press
ISBN: 9781032546575
Category : Computers
Languages : en
Pages : 0
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Book Description
This book subscribes to the assumption that AI systems will provide a maximal advantage when designed to augment human intelligence. In this book are methods for designing effective systems that involve one or more humans and AI entities, providing an approach that assumes automation does not replace but changes the structure of human work.
Author: Zha, Xuan
Publisher: IGI Global
ISBN: 1599042517
Category : Computers
Languages : en
Pages : 476
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Book Description
Researchers in the evolving fields of artificial intelligence and information systems are constantly presented with new challenges. Artificial Intelligence and Integrated Intelligent Information Systems: Emerging Technologies and Applications provides both researchers and professionals with the latest knowledge applied to customized logic systems, agent-based approaches to modeling, and human-based models. Artificial Intelligence and Integrated Intelligent Information Systems: Emerging Technologies and Applications presents the recent advances in multi-mobile agent systems, the product development process, fuzzy logic systems, neural networks, and ambient intelligent environments among many other innovations in this exciting field.
Author: National Academies of Sciences, Engineering, and Medicine
Publisher: National Academies Press
ISBN: 030948765X
Category : Social Science
Languages : en
Pages : 401
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Book Description
The primary function of the intelligence analyst is to make sense of information about the world, but the way analysts do that work will look profoundly different a decade from now. Technological changes will bring both new advances in conducting analysis and new risks related to technologically based activities and communications around the world. Because these changes are virtually inevitable, the Intelligence Community will need to make sustained collaboration with researchers in the social and behavioral sciences (SBS) a key priority if it is to adapt to these changes in the most productive ways. A Decadal Survey Of The Social and Behavioral Sciences provides guidance for a 10-year research agenda. This report identifies key opportunities in SBS research for strengthening intelligence analysis and offers ideas for integrating the knowledge and perspectives of researchers from these fields into the planning and design of efforts to support intelligence analysis.
Author: M. Affan Badar
Publisher: CRC Press
ISBN: 1040261345
Category : Computers
Languages : en
Pages : 488
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Book Description
Businesses have faced a variety of difficulties as a result of the global pandemic, and how they responded to this disruption has affected both their resilience and their ability to get through this crisis. Digital technologies have played a crucial role in addressing these issues and fostering resilience. It is, therefore, imperative to explore options for post-pandemic business transformation and rethinking sustainable development. Handbook of Digital Innovation, Transformation, and Sustainable Development in a Post-Pandemic Era, covers digital innovation and business transformation to build resilience for sustainable development and growth and highlights the impact of supply chain disruptions and solutions to sustain. The handbook stands out for its inclusion of industry cases from various regions across the globe. By presenting the use of big data, blockchain technology, and Industry 4.0, the handbook conveys how to work towards sustainable development and offers self-reliant and sustainable business models. Researchers and practitioners in industrial engineering, engineering management, business management, supply chain management, and digital technologies along with businesses can apply the research and practices covered in the handbook. Chapter 14 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.
Author: Adedeji B. Badiru
Publisher: CRC Press
ISBN: 1040263933
Category : Technology & Engineering
Languages : en
Pages : 230
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Book Description
Communication is the glue that binds the diverse elements of the national economy. A flexible supply chain system creates postal communication agility and adaptability to respond to the changing technologies of the modern era. This book uses a systems-based approach of the tools and techniques of Industrial Engineering applied to a new concept of flexible supply chain systems, patterned after well-known and successful flexible manufacturing systems. It focuses on how Industrial Engineering can be used to achieve flexibility, resiliency, and efficiency in response to the needs of the global postal system. Flexible Supply Chain: Industrial Engineering Optimization Modeling of the Postal Service System provides an understanding of the techniques of using flexibility to improve operations. It capitalizes on a framework of Industrial Engineering and focuses on a global chain of non-commodity products and services. By using flexibility as the foundation for efficiency, it ties in with the digital revolution of communication and retains an affiliation with community involvement. The book uses the DEJI Systems Model and the Triple C Model as a structure of system productivity and creates a template through which other supply chains can be improved. The global supply chain is presently stressed and in need of new ideas and operational strategies. This book is an ideal read for engineers working in manufacturing production, civil, mechanical, and other industries. It will be of interest to engineering managers and consultants as well as those involved with business management. University students and instructors will also find this book useful.
Author: Rajiv Khosla
Publisher: Springer Science & Business Media
ISBN: 1461562236
Category : Computers
Languages : en
Pages : 421
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Book Description
Engineering Intelligent Hybrid Multi-Agent Systems is about building intelligent hybrid systems. Included is coverage of applications and design concepts related to fusion systems, transformation systems and combination systems. These applications are in areas involving hybrid configurations of knowledge-based systems, case-based reasoning, fuzzy systems, artificial neural networks, genetic algorithms, and in knowledge discovery and data mining. Through examples and applications a synergy of these subjects is demonstrated. The authors introduce a multi-agent architectural theory for engineering intelligent associative hybrid systems. The architectural theory is described at both the task structure level and the computational level. This problem-solving architecture is relevant for developing knowledge agents and information agents. An enterprise-wide system modeling framework is outlined to facilitate forward and backward integration of systems developed in the knowledge, information, and data engineering layers of an organization. In the modeling process, software engineering aspects like agent oriented analysis, design and reuse are developed and described. Engineering Intelligent Hybrid Multi-Agent Systems is the first book in the field to provide details of a multi-agent architecture for building intelligent hybrid systems.
Author: Xuan F. Zha
Publisher: IGI Global
ISBN: 1599042495
Category : Computers
Languages : en
Pages : 479
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Book Description
Researchers in the evolving fields of artificial intelligence and information systems are constantly presented with new challenges. Artificial Intelligence and Integrated Intelligent Information Systems: Emerging Technologies and Applications provides both researchers and professionals with the latest knowledge applied to customized logic systems, agent-based approaches to modeling, and human-based models. Artificial Intelligence and Integrated Intelligent Information Systems: Emerging Technologies and Applications presents the recent advances in multi-mobile agent systems, the product development process, fuzzy logic systems, neural networks, and ambient intelligent environments among many other innovations in this exciting field.
Author: Mezgar, Istvan
Publisher: IGI Global
ISBN: 1591403928
Category : Technology & Engineering
Languages : en
Pages : 380
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Book Description
"The book covers the state-of-the-art concepts and methodologies of smart organization development featuring information and communication technologies"--Provided by publisher.
Author: Longbing Cao
Publisher: Springer Science & Business Media
ISBN: 1441905227
Category : Computers
Languages : en
Pages : 335
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Book Description
Data Mining and Multi agent Integration aims to re?ect state of the art research and development of agent mining interaction and integration (for short, agent min ing). The book was motivated by increasing interest and work in the agents data min ing, and vice versa. The interaction and integration comes about from the intrinsic challenges faced by agent technology and data mining respectively; for instance, multi agent systems face the problem of enhancing agent learning capability, and avoiding the uncertainty of self organization and intelligence emergence. Data min ing, if integrated into agent systems, can greatly enhance the learning skills of agents, and assist agents with predication of future states, thus initiating follow up action or intervention. The data mining community is now struggling with mining distributed, interactive and heterogeneous data sources. Agents can be used to man age such data sources for data access, monitoring, integration, and pattern merging from the infrastructure, gateway, message passing and pattern delivery perspectives. These two examples illustrate the potential of agent mining in handling challenges in respective communities. There is an excellent opportunity to create innovative, dual agent mining interac tion and integration technology, tools and systems which will deliver results in one new technology.
