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  • 1
    Online Resource
    Online Resource
    Berlin, Heidelberg :Springer Berlin / Heidelberg,
    Keywords: Adaptive computing systems. ; Computer-assisted instruction. ; Artificial intelligence. ; Electronic books.
    Description / Table of Contents: This book reviews and analyzes new implementation perspectives for intelligent adaptive learning and collaborative systems, enabled by advances in scripting languages, IMS LD, educational modeling languages and learning activity management systems.
    Type of Medium: Online Resource
    Pages: 1 online resource (343 pages)
    Edition: 1st ed.
    ISBN: 9783642285868
    Series Statement: Studies in Computational Intelligence Series ; v.408
    DDC: 371.360285
    Language: English
    Note: Title Page -- Preface -- Introduction -- Contents -- Part I: Design of Adaptive Learning Systems -- Reuse of Data Flow Designs in Complex and Adaptive CSCL Scripts: A Case Study -- Introduction -- Background -- The Data Flow Problem in Learning Design and the Composition-Based Approach -- Data Flow Approaches and the Reuse Dimension -- The LeadFlow4LD Design Methodology -- MOSAIC Case Study -- A LeadFlow4LD Implementation of MOSAIC Scenario -- Discussion -- An Abstract Workflow Template-Based Approach -- Conclusions and Future Work -- References -- System Orchestration Support for a Collaborative Blended Learning Flow -- Introduction -- Description of a Previous Experimental Study -- Description of the Experiment: Meeting the Campus Together -- Overview of the Results of the Experiment -- Limitations on the Orchestration Tasks -- System for the Scripted Orchestration -- Course Flow Management Technologies -- The Scripted Course Flow -- Technical Details of the Scripted Flow -- Results Analysis of the Solution: A Simulation -- Conclusions -- References -- Adaptive Collaboration Scripting with IMS LD -- Introduction -- CSCL Scripts - Theory and Adaptation -- Related Work -- Proposed Extensions to IMS LD -- Examples -- Modelling Group Work -- Groups -- Artefacts -- Sequencing- and Execution Flow- Specification -- Environments and Collaboration Contexts -- Services -- Service Selection -- Functions -- Permissions -- Monitoring Execution and Reacting to State Changes -- Run-Time Model -- Event Handling -- Exception Handling -- Adaptive Interventions -- Basic Adaptation Actions -- Advanced Adaptation Mechanisms -- Summary and Outlook -- References -- Extending IMS-LD Capabilities: A Review, a Proposed Framework and Implementation Cases -- Introduction -- Background -- AICLS Systems and Adaptation Patterns. , A Review of IMS-LD Based Adaptation Attempts -- AICLS Reference Framework: IRMO and MAPIS -- Requirements from an AICLS Framework -- MAPIS: Architecture for Implementing Adaptations with IMS-LD -- MAPIS Case Studies: Adaptations Expressed in IMS-LD -- Trigger Peer Interactions -- Discussion and Future Work -- References -- Prototype Tools for the Flexible Design of CSCL Activities Based on the Adaptation Pattern Perspective -- Introduction -- Supporting Collaboration -- Collaboration Scripts and the Need for Flexibility -- Adaptive Collaboration Support -- Research Motivation -- Adaptation Patterns -- The Nature of Adaptation Patterns -- The DeACS Methodology -- Adaptation Pattern Analysis -- The FlexCoLAB System -- Authoring Environment -- Student Environment -- PPR (Pyramid Peer Review) -- The Core Idea -- Design Analysis- The Design Axes -- System Architecture -- The Case Study -- Conclusions and Future Work -- References -- Adapting the Collaborative Strategy 'Students Team Achievement Divisions' in an Information Technology Work Place -- Introduction -- Background -- LAMS -- Student - Teams - Achievement - Divisions (STAD) -- Adaptation -- Design of an Adaptive STAD Online Learning Activity in LAMS -- Phase 1: Introduction to the Learning Activity -- Phase 2: Personal Assessment -- Phase 3: Adaptive Group Formation -- Phase 4: Adaptive Individual Learning and Group Collaboration -- Phase 5: Adaptive Collaborative Group Report Preparation -- Phase 6: Group Report Presentation -- Phase 7: Team Assessment -- Phase 8: Adaptive Individual Assessment -- Phase 9: Praise for Best Group Reports -- Implementing the 2nd Phase of the Adaptive Collaborative Method STAD: Determining Learners-Employees' Learning Styles within the Context of an IT Work Place -- Aims of the Approach -- The Framework of the Legal Council of the Hellenic State. , Research Tools and Methodology -- Presentation-Annotation of the Aggregate Results of the Survey -- Summary and Future Work -- References -- Part II: Interactive and IntelligentLearning Systems -- Examining the Interrelation between the Interaction Analysis and Adaptation Research Fields within Communication-Based Collaborative Learning Activities: Convergence, Divergence or Complementarity? -- Introduction -- Computer-Based Interaction Analysis (IA) -- State of the Art -- Adaptation in CSCL -- Flexibility and Interoperability of IA Tools -- Discussion -- References -- Making Adaptations of CSCL Scripts by Analyzing Learners' Online Behavior -- Introduction -- Interaction Analysis -- Interaction Analysis Indicators -- Interaction Analysis Tools -- An Example: Adapting a Learning Script Based on a TPS Strategy Using IA Techniques -- Concluding Remarks -- References -- Behavioural Prototyping©: Making Interactive and Intelligent Systems Meaningful for the User -- Background -- Psychological Perspectives -- Interactivity and Intelligence -- Problem Solving and Learning -- Affordances and the Nature of Perceived Use -- Shortcomings of Designs: The Importance of Behavioural Profiles -- Prototypes and Archetypes -- Inclusive Design -- Formalized Behavioural Prototyping© -- Conclusion: Strengths of the Framework -- References -- The Design of a Teacher-Driven Intelligent Agent System for Supervising Lessons in LAMS -- Introduction -- Monitoring and Supervising the Learning Process and the Collaboration in LMSs -- Related Work -- Supporting the Supervisor of a Lesson in LAMS -- An Agent-Based Architecture for Intelligent Monitoring and Supervising of Lessons in LAMS -- The Scheduler Agent -- The Monitoring Agent -- The User Notification Agent -- Examples of Rules Producing Feedback Messages -- Feedback Messages Taxonomy -- Alert Messages. , Awareness Messages -- Evaluation Reports and Messages for Learners and Activities -- Response of the Messaging System to a Learning Scenario -- An Evaluation Scenario -- Conclusions and Future Work -- References -- The Text-Based Computer-Mediated Communication in Distance Education Fora: A Modelling Approach Based on Formal Languages -- Introduction -- Theoretical Framework -- Generally -- The Complexity of Text Based Computer-Mediated Communication (CMC) -- Theoretical Approaches -- Methodological Framework -- HOU Fora and Choices Justification -- Modelling of HOU Distance Education Forum -- System Development -- Data Filtering -- Roots Files Storage -- String Output -- System Integration -- Exemplary Operation -- Input -- Output -- Experiments -- Phase A -- Phase B -- Discussion -- References -- Part III: Collaborative Learning Systems -- Antecedents of Collaborative Learning in Massively Multiplayer Online Games -- Introduction -- Theoretical Background: MMOGs and Collaborative Learning -- Research Methodology -- Data Collection -- Data Analysis -- Tasks, Groups and the Player Community -- Tasks and Activities -- Team Practices -- Community Practices and the Social Environment -- Discussion and Conclusions -- References -- Validating Empirically a Rating Approach for Quantifying the Quality of Collaboration -- Introduction -- Collaborative Setting -- Determining Relations between Dimensions of Collaboration Quality -- The Rating Approach -- Rating Scheme -- Rating Process -- Reliability of Ratings -- Relations between Dimensions of Collaboration Quality -- Multidimensional Scaling of Dimensions of Collaboration Quality -- Results and Internal Validation of the MDS Algorithm -- Interpretation of the MDS Results -- Conclusions and Further Research -- References. , Internet-Mediated Communities of Practice: Identifying a Typology of Critical Elements -- Introduction -- Conceptual Foundations -- Historical Overview and Theory of Communities of Practice -- Internet-Mediated Communities of Practice -- Research Framework -- Methodology -- Results -- Discussion -- References -- Author Index.
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