typing performance of blind users: an analysis of touch behaviors, learning, and in-situ usage

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TYPING PERFORMANCE OF BLIND USERS HUGO NICOLAU KYLE MONTAGUE TIAGO GUERREIRO ANDRÉ RODRIGUES VICKI L. HANSON

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Page 1: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

TYPING PERFORMANCE OF

BLIND USERS HUGO NICOLAU

KYLE MONTAGUETIAGO GUERREIRO

ANDRÉ RODRIGUESVICKI L. HANSON

Page 2: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

accessibility :: explore by touch

“Messages. Double-tap to open”

Page 3: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

text-entry :: explore by touch

Page 4: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

previous :: alternative techniques

Bonner et al., 2010

Azenkot et al., 2012

Oliveira et al., 2011

Southern et al., 2012

Yfantidis et al., 2006

Guerreiro et al., 2015

Page 5: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

problem:: lack of understanding

Words per Minute

Error Rate

Page 6: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

problem:: how to improve?

?

??

?

Page 7: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

contribution :: new knowledge

Page 8: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

contribution :: how? why?1 2 3 4 5 6 7 8

1.6 4.0Wor

ds p

er M

inut

e

Page 9: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

contribution :: longitudinal study

8

weeks

Page 10: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

participants:: novice

5users

Page 11: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

apparatus :: S3 mini

Page 12: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

procedure :: weekly assessment

week week week week week week week week

20-minute typing tasks

Page 13: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

apparatus :: in-situ usage

TinyBlackBoxSupporting Mobile In-The-Wild Studies

Page 14: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

results

Page 15: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

words per minutehow?

Page 16: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: words per minute

1 2 3 4 5 6 7 81

2

3

4

5

P2P4P1P3P5

Wor

ds p

er M

inut

e

Page 17: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: words per minute

1 2 3 4 5 6 7 81

2

3

4

5

P2P4P1P3P5

Wor

ds p

er M

inut

e

Page 18: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: words per minute

1 2 3 4 5 6 7 81

2

3

4

5

P2P4P1P3P5

Wor

ds p

er M

inut

e

Page 19: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: words per minute

1 2 3 4 5 6 7 81

2

3

4

5

P2P4P1P3P5

Wor

ds p

er M

inut

e

Page 20: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

words per minutewhy?

Page 21: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

wpm :: land-on accuracy

27% (SD=12)

48% (SD=15)

week 1 week 8

Page 22: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

wpm :: movement efficiency

P1 Week 1 P1 Week 8

Page 23: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

wpm :: less re-entries

1 2 3 4 5 6 7 8

6.60.8

week

Page 24: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

error rateshow?

Page 25: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: total error rate

1 2 3 4 5 6 7 80%

10%

20%

30%

40%

50%P1P2P3P4P5

Page 26: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: uncorrected error rate

1 2 3 4 5 6 7 80%

5%

10%

15%

20%

25%P1P2P3P4P5

Page 27: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: corrected error rate

3 out of 10deleted characters

were correct

Page 28: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

performance :: correction time

1 2 3 4 5 6 7 8

32 13Corr

ectio

n Ti

me

(%)

Page 29: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

types of errors :: performance

1 2 3 4 5 6 7 80%

5%

10%

15%

20%

25% SubstitutionsOmissionsInsertions

Page 30: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

substitutionswhy?

Page 31: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

types of errors :: slips

38%

Page 32: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

types of errors :: feedback delay

64%

Page 33: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

substitutions :: key not visited

36%

Page 34: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

major results

Page 35: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

summary :: major results

Improve performance at slow rate Due to several factorsSubstitutions are predominantCorrect most errors Corrections are time consuming

Page 36: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

summary :: major results

Improve performance at slow rate Due to several factorsSubstitutions are predominantCorrect most errors Corrections are time consuming

Page 37: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

summary :: major results

Improve performance at slow rate Due to several factorsSubstitutions are predominantCorrect most errors Corrections are time consuming

Page 38: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

summary :: major results

Improve performance at slow rate Due to several factorsSubstitutions are predominantCorrect most errors Corrections are time consuming

Page 39: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

summary :: major results

Improve performance at slow rate Due to several factorsSubstitutions are predominantCorrect most errors Corrections are time consuming

Page 40: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

implications

Page 41: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

correction :: easier and efficient

Page 42: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

synchronization :: output and input

“H”“B”

“N”

“M”

Page 43: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

touch models :: leverage movement

Page 44: Typing Performance of Blind Users: An Analysis of Touch Behaviors, Learning, and In-Situ Usage

HUGO NICOLAUhttp://web.ist.utl.pt/hugo.nicolau

TYPING PERFORMANCE OF BLIND USERS

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