Proposed data analysis solutions
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Proposed Data Analysis Solutions. A CMU ETC Perspective. Overview. Surveys Review Expanded Idea Game Design Future Work Questions. Surveys. Written for the purpose of: Discover current behavioral patterns Discover behaviors to encourage/discourage

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Proposed Data Analysis Solutions

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Proposed Data Analysis Solutions

A CMU ETC Perspective


Overview

  • Surveys

  • Review

  • Expanded Idea

  • Game Design

  • Future Work

  • Questions


Surveys

  • Written for the purpose of:

    • Discover current behavioral patterns

    • Discover behaviors to encourage/discourage

    • Find the best time to do data analysis


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.


Information Flow


Card Game


Board Game


Expanded Idea

  • Data Visualizer

  • Game in the Data Visualizer

  • The Game


Expanded Idea


Expanded Idea


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


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.


Network

1. Group by color or size

  • E-mail

2. Click on a node to show individual information


Expanded Idea: Data Visualizer I


Expanded Idea: Data Visualizer I


Expanded Idea: Data Visualizer I


Expanded Idea: Data Visualizer I


Expanded Idea: Data Visualizer I


Expanded Idea: Data Visualizer I


Data Visualizer I: Drawbacks

  • Unintuitive

  • Boringeven with enhanced theme/skin

  • Difficult to manage multiple data at once


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Expanded Idea: Data Visualizer II


Data Visualizer II: Improvements

  • Help focusing on data composition

  • Easy to modify/manage

  • Better visual


Expanded Idea


Expanded Idea


Expanded Idea: Events & Cards


Expanded Idea: Events & Cards


Events & Cards: How it works

  • Cards are generated by events

  • Better/Harder event generates better cards

  • “Boost Point” exists for further reward


Expanded Idea: “Boost Points”


Expanded Idea: Card Deck


Expanded Idea: Card Deck


Card Deck: Visualization by Events

  • Review events by viewing the cards

  • Collection represents personal behavior

  • Play the Card Game with your own Cards!


Expanded Idea: Let’s play a Game!


Expanded Idea


Expanded Idea


Expanded Idea


Expanded Idea

  • Reviews only annotated events

  • Rewards given for each event


Game Design


Game Design


Game Design


Future Work

  • Paper Prototyping

  • Choice of Engine

  • Process Survey Information


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/


Questions?


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