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Proposed Data Analysis Solutions

This document outlines innovative solutions for data analysis through a gaming perspective. It explores methods for conducting surveys to identify current behavioral patterns and understand the best timing for data innovation. By leveraging games for processing data, we propose new interactions that go beyond mere data processing to inspire researchers. Expanding on the concept of Games With A Purpose (GWAP), we introduce the idea of a data visualizer game filled with engaging elements like cards and events that serve as tools for both data representation and personal behavioral insights, paving the way for future research and development.

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Proposed Data Analysis Solutions

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  1. Proposed Data Analysis Solutions A CMU ETC Perspective

  2. Overview • Surveys • Review • Expanded Idea • Game Design • Future Work • Questions

  3. Surveys • Written for the purpose of: • Discover current behavioral patterns • Discover behaviors to encourage/discourage • Find the best time to do data analysis

  4. Innovation • Innovating on an existing Concept • Using games to process data has been done before • Games With A Purpose (GWAP, www.gwap.com) • The next step is to have a meaningful interaction • The goal is to not just process data, but generate further data as well as directly inspire researchers.

  5. Information Flow

  6. Card Game

  7. Board Game

  8. Expanded Idea • Data Visualizer • Game in the Data Visualizer • The Game

  9. Expanded Idea

  10. Expanded Idea

  11. 2D/3D Map • Human Location • Book Location • Foot Print in Corridor Figure2. Contour map Figure2. Contour map Figure1. Trajectory Figure1. Trajectory Figure3. Heatmap Figure3. Heatmap

  12. Timeline Progress • PC Operation 2) Process ends here. NOTEPAD.EXE 3) Events are shown beside process bars. Open: \\Obex\share\12 NEC Research\Yosuga Project\WS_Experiment\20091210\csv\ws_yamaguchi_20091210.csv NOTEPAD.EXE 1) Process starts here. Open: C:\Windows\System32\win.ini 4) Color fades when window becomes active/inactive. FIREFOX.EXE Open: http://www.google.com/ ↑ Foreground Processes Open: http://www.mixi.com/ Timeline ↓ Background Processes WMPLAYER.EXE WMPLAYER.EXE 5) Processes that can affect your work even running in background will be shown separately.

  13. Network 1. Group by color or size • E-mail 2. Click on a node to show individual information

  14. Expanded Idea: Data Visualizer I

  15. Expanded Idea: Data Visualizer I

  16. Expanded Idea: Data Visualizer I

  17. Expanded Idea: Data Visualizer I

  18. Expanded Idea: Data Visualizer I

  19. Expanded Idea: Data Visualizer I

  20. Data Visualizer I: Drawbacks • Unintuitive • Boringeven with enhanced theme/skin • Difficult to manage multiple data at once

  21. Expanded Idea: Data Visualizer II

  22. Expanded Idea: Data Visualizer II

  23. Expanded Idea: Data Visualizer II

  24. Expanded Idea: Data Visualizer II

  25. Expanded Idea: Data Visualizer II

  26. Expanded Idea: Data Visualizer II

  27. Expanded Idea: Data Visualizer II

  28. Expanded Idea: Data Visualizer II

  29. Expanded Idea: Data Visualizer II

  30. Data Visualizer II: Improvements • Help focusing on data composition • Easy to modify/manage • Better visual

  31. Expanded Idea

  32. Expanded Idea

  33. Expanded Idea: Events & Cards

  34. Expanded Idea: Events & Cards

  35. Events & Cards: How it works • Cards are generated by events • Better/Harder event generates better cards • “Boost Point” exists for further reward

  36. Expanded Idea: “Boost Points”

  37. Expanded Idea: Card Deck

  38. Expanded Idea: Card Deck

  39. Card Deck: Visualization by Events • Review events by viewing the cards • Collection represents personal behavior • Play the Card Game with your own Cards!

  40. Expanded Idea: Let’s play a Game!

  41. Expanded Idea

  42. Expanded Idea

  43. Expanded Idea

  44. Expanded Idea • Reviews only annotated events • Rewards given for each event

  45. Game Design

  46. Game Design

  47. Game Design

  48. Future Work • Paper Prototyping • Choice of Engine • Process Survey Information

  49. Reference • Data Visualization • http://www.webdesignerdepot.com/2009/06/50-great-examples-of-data-visualization/ • http://www.visualcomplexity.com/vc/ • http://senseable.mit.edu/worldseyes/publications.html • Small Games • http://www.ferryhalim.com/orisinal/ • http://www.gwap.com • Japanese Culture • http://www.osaka-info.jp/en/

  50. Questions?

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