Book ChapterDOI
Paradigms for Intelligent Interface Design
Emilie M. Roth,Jane T. Malin,Debra Schreckenghost +2 more
- pp 1177-1201
TLDR
This chapter examines three broad paradigms for development of intelligent interfaces: intelligent interfaces as cognitive tools that can be utilized by practitioners in solving their problems; Intelligent interfaces as members of cooperative person-machine systems that jointly work on problems and share task responsibility; and intelligent interfacesAs representational aids that dynamically structure the presentation of information to make key information perceptually salient.Abstract:
Publisher Summary The term “intelligent interface” has grown to be an umbrella term that covers a wide and diverse range of topics including dialog understanding, user modeling, adaptive interfaces, cooperative person-machine approaches to problem-solving and decision making, and use of machine intelligence to create more effective explanations and visualizations. This chapter uses the term “intelligent interface” to refer to both the design of user interfaces for intelligent systems and the design of user interfaces that utilize knowledge-based approaches. The chapter examines three broad paradigms for development of intelligent interfaces: intelligent interfaces as cognitive tools that can be utilized by practitioners in solving their problems; intelligent interfaces as members of cooperative person-machine systems that jointly work on problems and share task responsibility; and intelligent interfaces as representational aids that dynamically structure the presentation of information to make key information perceptually salient. The chapter begins with a review of some of the limitations associated with the stand-alone machine problem-solver paradigm that stimulated exploration of alternative paradigms for deployment of machine intelligence. This is followed by a description of each of the three paradigms for intelligent interface design. In each case, examples of systems are presented representing that paradigm and some of the key design principles that derive from that paradigm.read more
Citations
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Journal ArticleDOI
Towards a cognitive approach to human-machine cooperation in dynamic situations
TL;DR: The state of the art on cognitive cooperation to extend an individual cognitive architecture is reviewed and a theoretical approach that could be relevant to evaluate cooperation and to design assistance in diverse domains such as air traffic control or aircraft piloting is considered.
Book ChapterDOI
1. How to make automated systems team players
TL;DR: In this paper, the authors find that the only reason many of these joint systems perform adequately at all is because of the resourcefulness and adaptability that the human agents display in the face of uncommunicative and uncooperative machine agents.
Journal ArticleDOI
Envisioning human-robot coordination in future operations
TL;DR: Issues that demand innovation to achieve human-robot coordination (HRC) include supporting people in their roles as problem holder and as robotic handler, overcoming ambiguities in remote perception, avoiding coordination surprises by better tools to see into future robotic activities and contingencies, and responsibility in human- robot teams.
Applied Cognitive Work Analysis: A Pragmatic Methodology for Designing Revolutionary Cognitive Affordances
TL;DR: The Applied Cognitive Work Analysis (AWA) methodology as mentioned in this paper has been specifically tailored to be the Cognitive Task Design portion of a high quality, affordable systems engineering process and is presented in its entirety from its knowledge elicitation beginnings to handoff to the software development team.
Journal ArticleDOI
Stress and team performance: principles and challenges for intelligent decision aids
Tom Kontogiannis,Zoe Kossiavelou +1 more
TL;DR: A survey of how teams adapt their decision-making strategies, cooperation patterns and team structure has provided a good basis for proposing design principles for collaborative IDAs, and concludes with some challenges for further developments in information technology and research needs in the area of teamwork under stress.
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Plans and situated actions: the problem of human-machine communication
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Book ChapterDOI
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Journal ArticleDOI
Why a Diagram is (Sometimes) Worth Ten Thousand Words
Jill H. Larkin,Herbert A. Simon +1 more
TL;DR: This work describes systems that are informationally equivalent and that can be characterized as sentential or diagrammatic, and contrasts the computational efficiency of these representotions for solving several illustrative problems in mothematics and physics.
Journal ArticleDOI
Interaction Analysis: Foundations and Practice
Brigitte Jordan,Austin Henderson +1 more
TL;DR: Video technology has been vital in establishing Interaction Analysis, which depends on the technology of audiovisual recording for its primary records and on playback capability for their analysis.