A Conceptual Design of Multi-Agent based Personalized Quiz Game

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Presentation transcript:

A Conceptual Design of Multi-Agent based Personalized Quiz Game Martin Weng, Fuhua Lin, Timothy K. Shih, Maiga Chang, Ireti Fakinlede http://kinshuk.athabascau.ca

Outline Introduction Game and Assessment Multi-Agent based Quiz-Master Scenario Conclusion

Introduction Motivation Objectives Quiz-game is easy to develop Quiz game has no restriction of specific subject Multi-agent based system is flexible and saving resource Objectives Develop a framework to build personalized assessment game Multi-agent based quiz game

Introduction Contribution Tasks Instructor Student Realize student’s playing situation and experience Student Personalized assessment game Similar level of competitor and subject The sense of achievement Tasks The flow of personalized assessment game The structure design of multi-agent based Quiz-MASter

Game and Assessment Game genre Assessment methods Educational game for assessment Multi-agent systems

Game and Assessment Game genre Action games Adventure games Fighting games RPG Simulations Sports games Strategy games .

Game and Assessment Assessment methods Single choice Multiple choice True and false Inline Choice Match Short essay Fill in blank Hot spot .

Game and Assessment Educational game for assessment Quiz-MASter Function Machine Multi-agent systems A system composed of multiple interacting intelligent agents Agent-oriented system are reliable and secure Flexible & Saving Resource

Multi-Agent based Quiz-Master

Multi-Agent based Quiz-Master Host Agent Ask player questions Arrange matches (similar level) Designated computer player (NPC) Put human players together User Agent Distribute the appropriate user model Ask and collect the information Behaviour agent Knowledge agent Game agent Send the information to host agent Preference content type Student level

Multi-Agent based Quiz-Master Behaviour Agent Detect the user information during the game Response time Answer that student selected in quiz Test score Game Agent Game ranking Game playing history Mechanism of rewards and penalties in the game

Multi-Agent based Quiz-Master Instructor Agent Send request from host agent Subject Quiz difficulty Content type Knowledge Agent Provide the user’s knowledge background What subject, quiz difficulty have user learn? Analyze knowledge background by user’s learning situation Which subject has good test performance in the game ?

Multi-Agent based Quiz-Master What personalized in Quiz-Master? Similar level of NPC or human competitor Subjects are necessary for user

Conclusion Summary Flow of personalized assessment quiz game Quiz-Master Adaptive multi-agent system Framework of personalized Quiz-MASter assessment game Future Work Personalized content type for quiz game Develop a multi-player multi-agent based Quiz-Master Adaptive Learning 3D Immersive Intelligent Agents

Thank you!