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Generic Event Based Data Collection for Serious Games
- 1. Generic Event-Based Data Collection Engine Amith Tudur Entertainment Technology Center Carnegie Mellon University CGAT 2010
- 2. The Challenge Design a Data Collection System that is generic enough to collect data from any game that can be developed on the Unity3D game engine. CGAT 2010
- 5. Overview of Data CollectionCGAT 2010
- 7. Overview of Data Collection
- 8. Details about the FrameworkCGAT 2010
- 10. Overview of Data Collection
- 11. Details about the Framework
- 12. TARDACGAT 2010
- 14. Overview of Data Collection
- 15. Details about the Framework
- 16. TARDA
- 17. Q&ACGAT 2010
- 19. Unity3D Objects CGAT 2010
- 20. Unity3D Components CGAT 2010
- 21. Unity3D Parameters CGAT 2010
- 23. Parameters: Determine the state of the Object at a given time.
- 24. Data Collection Engine:Tracks the values of parameters over time.
- 25. DCE logs parameters.Objects Components Parameters Generic CGAT 2010
- 27. State of Objects State of the Game
- 28. CORRELATE the values of parameters State of the GameCGAT 2010
- 30. Parameters Selection ( WHAT? )
- 31. Condition + Selection EventCGAT 2010
- 32. Flow Example: Testing a crowd simulationin the event of a bad driver in a public place. Condition: Reckless Car on Sidewalk Parameters: Car Velocity > 50mph, XYZ Coordinates on Pavement Selection: Character locations Data: Character & Car Co-ordinates, Color of the shirt of the person CLOSEST to the car. EVENT CGAT 2010
- 35. TARDA dynamically updating DBCGAT 2010
- 37. Crosses over all games played.
- 38. Link between External Data Sources and Games.CGAT 2010
- 40. Reads the Database, then inserts a command
- 41. Game Queries the Database and runs the command.
- 42. Run scripts already present in the game.CGAT 2010
- 44. After 10 times, the crowd runs from the car when it is in line of sight.
- 45. Once this second condition is met in 20 different games played, the crowd automatically runs from the car in all games, no matter what.CGAT 2010
- 47. Objects, Components, ParametersCGAT 2010
- 50. Overview of Data Collection
- 51. Events, Conditions, SelectionsCGAT 2010
- 54. Overview of Data Collection
- 56. Framework logs dataCGAT 2010
- 59. Overview of Data Collection
- 62. Test App 4 Reactive Data Analysis
- 63. Dynamically change the game in real-timeCGAT 2010
- 64. Thank you! amith@cmu.edu CGAT 2010
Notas do Editor
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Blue text indicates how I imagine this slide working. Will need to either create text for the slide or delete the slide altogether while showing Data Collection and Unity.
- Test Application for Reactive Data Analysis-Allows the game to be updated in real time based on the analysis of data that has been collected.-Crosses over all games played:Can be used to change the game mechanics, environment or behaviors based on an infinite number of games played.- Link between Simulation and Games:Allows for external input (AI or Human Intelligence) which can create a reactive gaming or simulation environment that responds to the players or simulations actions. Creating a more realistic experience or sim.-Calls scripts and behaviors in game: This is a limitationin that the behaviors or actions must be present in the build of the game in order to trigger them.
- Test Application for Reactive Data Analysis-Allows the game to be updated in real time based on the analysis of data that has been collected.-Crosses over all games played:Can be used to change the game mechanics, environment or behaviors based on an infinite number of games played.- Link between Simulation and Games:Allows for external input (AI or Human Intelligence) which can create a reactive gaming or simulation environment that responds to the players or simulations actions. Creating a more realistic experience or sim.-Calls scripts and behaviors in game: This is a limitationin that the behaviors or actions must be present in the build of the game in order to trigger them.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.
- Overview: Highly generic system based on the creation of Conditions and Selections which track very specific parameters of objects.-Objects: Each object has many parameters. Each of these parameters can then be tied into other game objects. These specific parameters are what we are going to track.-Condition: The definition of the event that triggersthe collection of data on any number of objects or parameters. -Selection:Determines what data will be collected. (not necessarily the objects used in the condition)-Log: The Data that is actually sent to the Database, based on the condition.