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Task-oriented approach to information handling support within web-based education Lora M. Aroyo 15 November 2001
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The “WWW invasion” in education Growing amount of information Lack of adequate support Missing link between the students and instructors Finding and validating relevant educational information
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Looking for a solution methods to support both students and instructors information handling tasks: searching for relevant information on a certain topics applying information for course tasks visualization, organizing, structuring and maintaining validating information
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Aims of the research investigate the problems related to user-oriented and context-based information handling within Web-based education propose an approach for efficiently managing course-related information resources increasing personal satisfaction and performance of students and instructors in their course-related tasks
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Support areas for information handling within web-based education Mapping tools KBS IRS Visualisation tools
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Support areas for information handling within web-based education
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From the aims to AIMS AIMS – Agent-based Information Management System AIMS method – indirectly guiding and assisting both students and instructors in performing their course related activities AIMS tool – facilitating students and instructors with techniques to apply AIMS method and this way to achieve higher course performance
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AIMS Metaphor
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Proposed approach interactive user-oriented system task-based search conceptual visualisation flexible agent-based architecture Software Agents Information Visualization Mapping Approaches Information Retrieval Constructivist Theory Information Processing Theory Experiential Learning Lateral Thinking Informational Education Support
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Proposed approach (2) A three dimensional scheme is constructed in order to link all the aspects of the proposed solution for information handling support within the context of web-based education - ATP Model (Approach- Technology-Process): Visualisation techniques Semantic information modelling Intelligent support for cognitive processes
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AIMS problem domain
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AIMS Global Information Model
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Domain model - defines the subject-domain ontology by means of a concept map (CM) of domain concepts with links between them –domain concepts - linked to documents with weight indicating the relevance –domain concept - component of the user model as an overlay on the domain CM Library model - provides means for maintaining a collection of information items related to different courses and domains - course materials and domain-related documents together with their characteristics –library documents - domain terms, course tasks and topics –document - component of the user model as an overlay on the library documents Course model - defines the structure of a course: course topics and tasks –task is represented in terms of domain concepts: includes task description, prerequisites, and task status Learner model - represented in terms of course tasks, domain concepts, and library documents: an overlay on the subject domain CM and course and library models; open model, built jointly by the user and the system
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AIMS agent hierarchy
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AIMS distributed architecture
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Client-Server view on AIMS communication stack
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AIMS student environment
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AIMS instructor domain environment
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AIMS instructor library environment
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AIMS instructor course environment
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AIMS admin environment
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AIMS Experiments Preliminary studies - visualisation Concept mapping study Pilot user interface and main functionality experiments Main experiment – learning outcomes, user interface and functionality
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