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- Country of Origin
- United States
- Item Height
- 9.2in
- Educational Level
- Adult & Further Education
- Features
- 1st Edition, International Edition
- Level
- Beginner, Intermediate, Advanced, Technical
- ISBN
- 9781138747784
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Product Identifiers
Publisher
CRC Press LLC
ISBN-10
1138747785
ISBN-13
9781138747784
eBay Product ID (ePID)
10038452509
Product Key Features
Number of Pages
331 Pages
Language
English
Publication Name
Intelligent Adaptive Systems : an Interaction-Centered Design Perspective
Publication Year
2017
Subject
Industrial Health & Safety, Electronics / General, Social Aspects / Human-Computer Interaction
Type
Textbook
Subject Area
Computers, Technology & Engineering
Format
Trade Paperback
Dimensions
Item Weight
16 Oz
Item Length
9.2 in
Item Width
6.1 in
Additional Product Features
Intended Audience
College Audience
Reviews
"This book describes the introduction of automation technologies as a revolution in warfare comparable to the atomic bomb, which is almost certainly true. As such the associated changing role of the human in this revolution in warfare and means and methods by which the human interacts with automation is crucial. The book therefore provides a valuable resource by delivering a comprehensive overview of the current state of thinking as well as the issues and methodologies associated with the development of the human component of increasingly automated and autonomous systems." --Ian Ross, BAE Systems "An excellent guide to the design of intelligent adaptive systems that will be useful to researchers and systems engineers in a variety of work domains. Comprehensive, easy to read, with many figures and illustrations and case studies of incidents and accidents. Should be on the desk on anyone interested in human factors, systems design, and human-automation interaction." --Raja Parasuraman, George Mason University, Fairfax, Virginia "... addresses the most important emerging issue in man-machine systems: the teaming of human and machine intelligence to conduct missions in complex environments. ... does an excellent job of reviewing the pertinent literature in order to develop a basic framework for intelligent adaptive systems." --Mr. Michael J Barnes, US Army Research Laboratory "Quintessential reading for scientists, engineers, practitioners, designers and anyone interested in building and using 21st century human-computer symbiosis technologies. ... A must read for any serious professional in academia, government or industry. This book documents, illustrates and demonstrates the futuristic vision that J.C. Licklider envisioned in 1960 has arrived." --Dylan Schmorrow, Soar Technology, Inc. "As an operator of military aircraft, I was fascinated right from the start of the first chapter. Having worked with human factors specialists and the designers of robotic support systems in the past, I thought I had a good idea what I would have liked to see in a book about intelligent adaptive systems. But I was amazed how the authors managed to introduce you to real-world examples, present the available academic knowledge, and then lead you through the best practices for the design of intelligent adaptive systems. They never forget that these IAS should not make humans redundant or present a new burden in a complex and extremely challenging environment. I especially liked the idea about the human-machine interaction as a partnership, since this is what the operators of manned and unmanned aircraft need to be able achieve their greatest potential in a wide range of missions and challenges." --Roland Runge, German Air Force
Illustrated
Yes
Table Of Content
Understanding the Human-Machine System Objectives Defining Human-Machine System and Intelligent Adaptive System Systems Design and Human-Machine Interaction Common Causes of Poor Human-Machine Interaction The Need for Consistent Human-Machine SystemsDesign Methodologies Summary References THEORETICAL APPROACHES An Overview of Intelligent Adaptive Systems Objectives The Evolution of Interface Technologies and the IAI Concept The Evolution of Automation Technologies and the IAA Concept Understanding Intelligent Adaptive Systems Summary References A Conceptual Architecture for Intelligent Adaptive Systems Objectives Existing Conceptual Architectures The Basic Anatomy of Intelligent Adaptive Systems Summary References ANALYSIS AND DESIGN OF INTELLIGENT ADAPTIVE SYSTEMS Analytical Techniques for IAS Design Objectives A Review of Common Analytical Techniques A Review of Common Design Techniques Creating a Hybrid Technique Summary References Agent-Based, Interaction-Centered IAS Design Objectives Defining Agents in the Context of IAS Design Benefiting from Agent-Based Approaches in IAS Design Designing Agents An Agent-Based, Interaction-Centered IAS DesignFramework Summary References Operator State Monitoring Approaches Objectives Using Operator State Monitoring Approaches Behavioral-Based Monitoring Psychophysiological-Based Monitoring Contextual-Based Monitoring Subjective-Based Monitoring Combination-Based Monitoring An Example Combination-Based Monitoring System Summary References Key Considerations for IAS Design Objectives Considering Design Constraints Determining Operational Priorities Considering Ethical, Legal, Social, and Cultural Issues Determining Authority Roles Determining Range of Adaptation Determining Adaptation Triggers Developing an Adaptation Taxonomy Summary References PRACTICAL APPLICATIONS Case Studies Objectives Designing an Uninhabited Aerial Vehicle Operator-Machine Interface Designing an Intelligent Tutoring System Summary References
Synopsis
As ubiquitous as the atmosphere, intelligent adaptive systems (IASs) surround us in our daily lives. When designed well, these systems sense users and their environments so that they can provide support in a manner that is not only responsive to the evolving situation, but unnoticed by the user. A synthesis of recent research and developments on IASs from the human factors (HF) and human-computer interaction (HCI) domains, Intelligent Adaptive Systems: An Interaction-Centered Design Perspective provides integrated design guidance and recommendations for researchers and system developers. The book explores a recognized lack of integration between the HF and HCI research communities, which has led to inconsistencies between the research approaches adopted, and a lack of exploitation of research from one field by the other. The authors integrate theories and methodologies from these domains to provide design recommendations for human-machine developers. They then establish design guidance through the review of conceptual frameworks, analytical methodologies, and design processes for intelligent adaptive systems. The book draws on case studies from the military, medical, and distance learning domains to illustrate intelligent system design to examine lessons learned. Outlining an interaction-centered perspective for designing an IAS, the book details methodologies for understanding human work in complex environments and offers understanding about why and how optimizing human-machine interaction should be central to the design of IASs. The authors present an analytical and design methodology as well as an implementation strategy that helps you choose the proper design framework for your needs.