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6.1 Intelligent User Interfaces: achievements and challenges ISE554 The WWW for eLearning
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“Even a good match between person and system is unlikely to last. Tasks change over time and so do we.”
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Intelligent User Interfaces
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Intelligent User Interfaces The term intelligent interface is used to refer to user interfaces that respond flexibly to events in some purposeful way.
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Intelligent User Interfaces The term intelligent also includes systems that have explicit human knowledge represented within them.
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Intelligent User Interfaces In the sense that an intelligent interface responds flexibly to events, it can be thought of as adaptive.
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The agent that performs the adaptation the system specialist the trained user/local expert the end user the system itself
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The level of concern of the adaptation perceptual and motor skills user goals and meaning the information environment
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The basic questions what is the interface being intelligent about? to what purpose is change made? what is the protocol for agreeing change? who has access to the knowledge employed?
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What is the interface being intelligent about?
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What is the interface being intelligent about? The user or the services being provided?
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To what purpose is change made?
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To what purpose is change made? Help with skills, goals or the environment?
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What is the protocol for agreeing change?
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What is the protocol for agreeing change? How is an adaptation authorised, implemented and evaluated?
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Who has access to the knowledge employed?
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Who has access to the knowledge employed? Knowledge engineer, expert or end user?
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Achievements and challenges
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Adapting to the user
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"Excepting the use of psychometric testing it is unlikely in the near or even semi-distant future that any persistent personality or cognitive traits can be derived from monitoring user interaction" Browne 1990
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Offer the user a tip
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contain a clear description of the rationale of the adaptation present comprehensive selection and definition opportunities offer a survey of previously performed adaptations allow for future changes to the adaptations. Opperman 1992 Offer the user a tip but
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Adapting to the services
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Required in domains such as Process Control, where unpredictable events occur
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Being intelligent about the services
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Being intelligent about the user's task and the availability of software that could support it.
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End-user access to the knowledge in the interface
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Where an expert is working in a complex domain, in which the knowledge is changing following testing, or discovery, then knowledge refinement is critical.
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Beyond Intelligent Interfaces
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Beyond Intelligent Interfaces Co-operative Problem Solving
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Co-operative Problem Solving Beyond user interfaces Problem articulation in context Increasing “back-talk” The need for specialisation Problem domain communications Fischer and Reeves
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Beyond user interfaces Fischer and Reeves
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Beyond user interfaces knowledge about the world Fischer and Reeves
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Problem articulation in context Fischer and Reeves
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Problem articulation in context exploration shapes the situation Fischer and Reeves
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Increasing “back-talk” Fischer and Reeves
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Increasing “back-talk” the need for high fidelity feedback Fischer and Reeves
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The need for specialisation Fischer and Reeves
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The need for specialisation making the information relevant to the task Fischer and Reeves
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Problem domain communications Fischer and Reeves
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Problem domain communications providing domain-orientated architectures Fischer and Reeves
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Intelligent Interfaces and Beyond
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“system inferences are made by monitoring the user’s interactions, which typically are information poor.”
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