Proposed Data Analysis Solutions
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Transcript of Proposed Data Analysis Solutions
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Proposed Data Analysis SolutionsA CMU ETC Perspective
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Overview•Surveys•Review•Expanded Idea•Game Design•Future Work•Questions
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Surveys•Written for the purpose of:
▫Discover current behavioral patterns▫Discover behaviors to
encourage/discourage▫Find the best time to do data analysis
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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.
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Information Flow
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Card Game
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Board Game
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Expanded Idea•Data Visualizer•Game in the Data Visualizer•The Game
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Expanded Idea
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Expanded Idea
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Figure1. Trajectory
Figure2. Contour map
Figure3. Heatmap
2D/3D Map• Human Location• Book Location• Foot Print in Corridor
Figure1. Trajectory
Figure2. Contour map
Figure3. Heatmap
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Timeline Progress• PC Operation
Timeline
NOTEPAD.EXEOpen: \\Obex\share\12 NEC Research\Yosuga Project\WS_Experiment\20091210\csv\ws_yamaguchi_20091210.csv
NOTEPAD.EXEOpen: C:\Windows\System32\win.ini
FIREFOX.EXEOpen: http://www.google.com/
Open: http://www.mixi.com/
WMPLAYER.EXE
↑ Foreground Processes
2) Process ends here.
3) Events are shown beside process bars.
4) Color fades when window becomes active/inactive.
5) Processes that can affect your work even running in background will be shown separately.
↓ Background Processes
WMPLAYER.EXE
1) Process starts here.
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Network• E-mail
1. Group by color or size
2. Click on a node to show individual information
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14Expanded Idea: Data Visualizer I
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15Expanded Idea: Data Visualizer I
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16Expanded Idea: Data Visualizer I
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17Expanded Idea: Data Visualizer I
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18Expanded Idea: Data Visualizer I
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19Expanded Idea: Data Visualizer I
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Data Visualizer I: Drawbacks
1. Unintuitive
2. Boring even with enhanced theme/skin
3. Difficult to manage multiple data at once
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21Expanded Idea: Data Visualizer II
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22Expanded Idea: Data Visualizer II
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23Expanded Idea: Data Visualizer II
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24Expanded Idea: Data Visualizer II
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25Expanded Idea: Data Visualizer II
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26Expanded Idea: Data Visualizer II
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27Expanded Idea: Data Visualizer II
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28Expanded Idea: Data Visualizer II
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29Expanded Idea: Data Visualizer II
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Data Visualizer II: Improvements1. Help focusing on data composition
2. Easy to modify/manage
3. Better visual
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Expanded Idea
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Expanded Idea
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Expanded Idea: Events & Cards
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Expanded Idea: Events & Cards
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Events & Cards: How it works
• Cards are generated by events
• Better/Harder event generates better cards
• “Boost Point” exists for further reward
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Expanded Idea: “Boost Points”
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Expanded Idea: Card Deck
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Expanded Idea: Card Deck
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Card Deck: Visualization by Events• Review events by viewing the cards
• Collection represents personal behavior
• Play the Card Game with your own Cards!
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Expanded Idea: Let’s play a Game!
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Expanded Idea
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Expanded Idea
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Expanded Idea
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Expanded Idea
•Reviews only annotated events•Rewards given for each event
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Game Design
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Game Design
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Game Design
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Future Work•Paper Prototyping•Choice of Engine•Process Survey Information
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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/
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Questions?
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