1. About Users 怡婷

2. 系所分佈（共24位使用者）

3. 設備來源

4. 設備概況 使用者： 開發機： 借給老師： HTC Desire: 11 HTC Sensation: 3+2(未歸還)
HTC Desire HD: 1
開發機：
HTC Desire: 3
借給老師：
Galaxy Tab : 2
iPhone 4 : 1

5. Graph Tools & Documentation
Helen

6. Outline
Graph Tools
WikiSpaces
Current Aims

7. Graph Tools

8. Graph Tools
Specific User Graphs
Overall facebook activity monitors

9. Specific User Graphs Application Category User ID
Interval (By Month / By Day)

10. Overall facebook Monitors
Activity Type
Upload photos (.UploadPhotoActivity)
Post on wall (.ComposerActivity)
Reply (.FeedbackActivity)
View photos (.ViewPhotoActivity)
Sharing (.ShareLinkActivity)
Sending messages (.MessageComposeActivity)
Time Interval (By Month / By Day)

11. Graph Tools Demo

12. WikiSpaces

13. Wikispaces FAQ Past Research Database Graph Tools Query
User Management
Userlog
Administrative Tasks

14. Wikispaces Demo

15. Current Working Items

16. Current Work Items Transfer graph tools to NVD3
Create graphs with more customizable data and parameter options
Complete WikiSpaces documentation

17. Thanks!
Q&A

18. Userlog 志毓

19. How can I get recognized features in Userlog?

20. Method
Get feature by statistic
Get feature by pattern behavior

21. Get feature by statistic
This is one of my user’s facebook logs everyday.

22. Standard Deviation-User1
STD
Left: standard deviation of all time Middle: standard deviation of first part time
Right: standard deviation of second part time

23. Standard Deviation-User2
STD
35.581
4.8674
Left: standard deviation of all time Middle: standard deviation of first part time
Right: standard deviation of second part time

24. Result
There are totally different Standard Deviation between User1 and User2.
And there look like unusual frequency on User2’s picture.

25. Get feature by pattern behavior

26. Count and sort for all apps of one user
Name_App 執行的應用程式
COUNT( 'Name_App' )
com.htc.launcher
14980
com.android.browser
12038
com.google.android.gm
4564
com.android.settings
4184
com.facebook.katana
3444
com.android.phone
2851
jp.naver.line.android
2782 …

27. Encode apps’ names to numbers
Name_App 編號
com.htc.launcher
com.android.browser 1
com.google.android.gm 2
com.android.settings 3
com.facebook.katana 4
com.android.phone 5
jp.naver.line.android 6 …

28. User’s log Stream MyTime Name_App 11-05-1219:30:27 com.htc.launcher
:30:47
com.android.camera
:31:15
:31:32
com.android.settings
:31:34
:32:55
:32:59
tw.com.quickmark
:33:01
:39:34
ymst.android.fxcamera
:40:11
com.whatsapp
:40:12

29. Encoding Result 原始的Log資料流 編號過後的資料流 com.htc.launcher com.android.camera
com.android.camera 16
com.android.settings 3
tw.com.quickmark 46 …
...

30. User pattern result 編碼 實際模式 次數 0,1,0
com.htc.launcher、com.android.browser、
com.htc.launcher
1231
0,1,1
com.android.browser
1403
0,2,2
com.htc.launcher、com.google.android.gm、
com.google.android.gm
857
0,3,3
com.htc.launcher、com.android.settings、
com.android.settings
1629
0,4,4
com.htc.launcher、com.facebook.katana、
com.facebook.katana
489
0,6,6
com.htc.launcher、jp.naver.line.android、
jp.naver.line.android
523

31. Result
Finally, we can know what’s the most behavior user perform on their smart phone.
And from different user ,there will be different behavior between users.

32. Xmind patterns trackerSC

33. Link: http://mobilesns.cs.nccu.edu.tw/sc/html/

34. Userlog Client To branch out into two versions. The new Activity:
Android 4.0
Android 2.0 ~ 3.0
The new Activity:
Screen On/Off
Server: Redis (a pragmatic approach to distribution)
The lost feature:
Browser’s history (Only Android 4.0)