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UsingSoartoCreate IndividualizedLearning Experiences



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Individualized Learning The National Academy of Engineering has identified The National Academy of Engineering has identified personalized learning as one of 10 grand challenges for the new millennium Approximate the effect of the best teaching A i t th ff t f th b t t hi Using Soar to Create Individualized Learning Experiences Adapt to individual learner s D Demonstrated conceptual and skill learning t t d t l d kill l i Motivational needs Individual strengths and weaknesses Bob Wrayy 20 May 2010 Soar 30 Workshop Many ways to go about personalization 2 Dynamic tailoring for learning Dynamic Tailoring with Soar 2010 Soar Technology Inc All Rights Reserved 20 May 2010 Purposes and mechanisms for tailoring Adjust state behaviors and feedback signals on the fly to promote learning be more less accepting of errors increase decrease level of explanatory content in domain feedback make action feedback less more subtle increase decrease difficulty Scaffold support support observed deficits in student observed deficits in student knowledge Filter adjust the game interface Fade reveal hide selection items i e filter options available to learner highlight certain actions over others highlight certain actions over others Emphasize changes in game state remove scaffolding as student a q ires kno led e acquires knowledge Challenge difficulty complexity control Intrinsic adaptation Extrinsic mediation Extrinsic mediation Dynamic Tailoring with Soar 2010 Soar Technology Inc 20 May 2010 4 adjust content and or delivery of character actions speech I t i l ti Input manipulation limit or expand the options available to the learner Event manipulation Individualize Gameplay manipulation manage attention stress or motivation All Rights Reserved modify effects of a student action modify effects of a student action Character manipulation Engage adapt to learner differences p 3 Outcome manipulation Dynamic Tailoring with Soar 2010 Soar Technology Inc adjust simulation to provide specific



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