Publikationsansicht

A Review and Reappraisal of Adaptive Human-Computer Interfaces in Complex Control Systems (2007)

Abstract
This report reviews literature through 2003 on the design of adaptive human-computer interfaces for the control of complex systems and their application in a variety of domains, including control of technological systems, process control, aviation systems, flight navigation, database design and management, and computer software development and utilization. It is concluded that a significant portion of the current application literature focuses on the user-model construction, the control mechanisms, and technical aspects of the interface architecture. The cognitive aspects of the user-model that are utilized to drive system adaptation are in most cases intuitive and underdeveloped. Also, human information perception and cognitive processing is seldom considered in the design of adaptive human-computer interfaces. Application of soft computing methodologies and techniques is one of the more promising new approaches in this area of research.. Prepared in collaboration with University of Louisville, Louisville, KY, and Purdue University, West Lafayette, IN.

Details der Publikation
Download http://handle.dtic.mil/100.2/ADA459269
Mitarbeiter AIR FORCE RESEARCH LAB BROOKS AFB TX HUMAN EFFECTIVENESS DIRECTORATE
Archiv Defense Technical Information Center OAI-PMH Repository (United States)
Keywords HUMAN FACTORS ENGINEERING & MAN MACHINE SYSTEM, PSYCHOLOGY, ANATOMY AND PHYSIOLOGY, CYBERNETICS, *CONTROL SYSTEMS, *ADAPTIVE SYSTEMS, *MAN COMPUTER INTERFACE, NEURAL NETS, AUTOMATION, FUZZY LOGIC, PERCEPTION, LITERATURE SURVEYS, HUMANS, COGNITION, *ADAPTIVE INTERFACES, CREW SYSTEMS, HCI(HUMAN COMPUTER INTERFACES), HMI(HUMAN MACHINE INTERFACES), ADAPTIVE FUNCTIONAL ALLOCATION, COLLABORATIVE INTERFACES, BRAIN BASED ADAPTIVE INTERFACES, GENETIC ALGORITHMS, INTELLIGENT CONTROL SYSTEMS, ADAPTIVE FLIGHT CONTROL, ARTIFICIAL NEURAL NETWORKS, FUZZY CLUSTERING, ADAPTIVE DECISION MANAGEMENT SYSTEMS, GRAPHICAL INTERFACES, PE62202F, WUAFRL71840872
Sprache eng