Proposed Data Analysis Solutions A CMU ETC Perspective

Proposed Data Analysis SolutionsA CMU ETC Perspective

Overview

•Surveys•Review•Expanded Idea•Game Design•Future Work•Questions

2

3

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.

4

Information Flow

5

Card Game

6

7

Board Game

8

Expanded Idea

•Data Visualizer•Game in the Data Visualizer•The Game

9

Expanded Idea

10

Expanded Idea

11

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

12

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.

13

Network• E-mail

1. Group by color or size

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

1. Unintuitive

2. Boring even with enhanced theme/skin

3. 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

1. Help focusing on data composition

2. Easy to modify/manage

3. 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

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/

49

Questions?

50