1. A Conceptual Design of Multi-Agent based Personalized Quiz Game
Martin Weng, Fuhua Lin, Timothy K. Shih,
Maiga Chang, Ireti Fakinlede

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

3. 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

4. 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

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

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

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

8. 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

9. Multi-Agent based Quiz-Master

10. 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

11. 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

12. 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 ?

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

14. 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

15. Thank you!