Time-Frequency Analysis and Wavelet Transform Oral Presentation
WICOW TIME Presentation
-
Upload
laurian-vega -
Category
Documents
-
view
217 -
download
0
Transcript of WICOW TIME Presentation
-
8/9/2019 WICOW TIME Presentation
1/57
-
8/9/2019 WICOW TIME Presentation
2/57
What does
focusing onthe design
elements of awebsite tell
us about usertrust?
Laurian Vega, Virginia Tech, WICOW April 2010
Hassanein, K.S. and
M.M. Head. Building
Trust Through Socially
Rich Web Interfaces
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
3/57
Laurian Vega, Virginia Tech, WICOW April 2010
Hassanein, K.S. and
M.M. Head. BuildingTrust Through Socially
Rich Web Interfaces
Increased
Social
Presence
Increased
Social
Presence
A v. B studies
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
4/57
Laurian Vega, Virginia Tech, WICOW April 2010
Will trust logos affect
user trust?A v. B studies
Lumsden, J. and L.
MacKay. How Does
Personality Affect Trust
in B2C e-Commerce?
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
5/57
Yang, Y., Hu, Y., andChen, J., A Web Trust-
Inducing Model for e-
Commerce and Empirical
Research; Jarvenpaa, S.,
Tractinsky, N., and
Saarinen, L., Consumer
Trust in an Internet Store
Laurian Vega, Virginia Tech, WICOW April 2010
Will a strong brand name affect
user trust?Will trust logos affect user trust?A v. B studies
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
6/57
Laurian Vega, Virginia Tech, WICOW April 2010
How does one users trustchange when interactingwith a website?
!"
#!!"
$!!"
%!!"
&!!"
'!!!"
!(!!(!!"
!(!'('!"
!(!#($$"
!(!$($%"
!(!%(!!"
!(!)(!'"
!(!*(#%"
!(''(#'"
!('+(,'"
!('$(,#"
!('&(!&"
!('*(!,"
!(#!(!'"
-./01"2341" 23.561"7851" 9:3;1
-
8/9/2019 WICOW TIME Presentation
7/57
Todays Talk
Trust &
Credibility
Evaluating
Trust
Micro-
interactionswith Websites
Method Results Future Work
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
8/57
Trust & Credibility
Credibility & Trust:user-held perceptions
based on a history of
interaction with an
environment.
Trust
Credibility
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
9/57
Loyalty
Dimensions of Trust
Trust
Lee, J.D. and K.A. See, Trust in Automation: Designing for Appropriate Reliance. Human Factors, 2004. 46(1): p. 50-80.
Persistence
Fiduciary ResponsibilityIntegrity
Consistency
Openness
Ability
Intentions
Motives
DiscreetnessJudgement
Expertise
Benevolence
ConcernSincerity
Faith
Reliability
Understanding
Laurian Vega, Virginia Tech, WICOW April 2010
Competence
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
10/57
Trust in Different Socio-Technical
Systems
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
11/57
A User is One Part of a Socio-
Technical System
User
V1
V2
V3
HerSettings
Her Experience
Website
Webpage
Information
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
12/57
A User is One Part of a Socio-
Technical System
User
V1
V2
V3
HerSettings
Her Experience
Website
Webpage
Information
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
13/57
Todays Talk
Trust &
Credibility
Evaluating
Trust
Micro-
interactionswith Websites
Method Results Future Work
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
14/57
Evaluating Trust
Qualitative Methods
Open-ended Questionnaires
Diaries
Observations Open-ended Questions &Interviews
Website & Email Logs
In-person Surveys Group Interviews &Discussion
Laurian Vega, Virginia Tech, WICOW April 2010
Did you trust theinformation provided on
the web site?
Fisher, J., F. Burstein, K. Lynch and K.
Lazarenko, "Usability plus usefulness =
trust": an exploratory study of Australian
health web sites.
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
15/57
-
8/9/2019 WICOW TIME Presentation
16/57
Evaluating Trust
Qualitative Methods
Open-ended Questionnaires
Diaries
Observations Open-ended Questions &Interviews
Website & Email Logs
In-person Surveys Group Interviews &Discussion
Laurian Vega, Virginia Tech, WICOW April 2010
Analytical BiasResearcher dependentinterpretations
Large time commitment to
analyze
Problems
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
17/57
Evaluating Trust
Quantitative Methods
Surveys
Interviews Online Questionnaires Phone Surveys
Laurian Vega, Virginia Tech, WICOW April 2010
Semere, W., H.L. Karamanoukian, M. Levitt,
T. Edwards, M. Murero, G. D'Ancona, et al.,
A pediatric surgery study: Parent usage of the
Internet for medical information.
"Did you trust the healthinformation you found?"
Possible answers: "Yes;
Somewhat; No"
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
18/57
Evaluating Trust
Quantitative Methods
Surveys
Interviews Online Questionnaires Phone Surveys
Laurian Vega, Virginia Tech, WICOW April 2010
Chang, H.H. and C.S. Chang, An assessment
of technology-based service encounters &
network security on the e-health care systems
of medical centers in Taiwan.
5-point Likert-scale: "I
can trust the recordsprovided in information
technology service (the
online appointment system/
electronic medical record
system)."
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
19/57
Evaluating Trust
Quantitative Methods
Surveys
Interviews Online Questionnaires Phone Surveys
Laurian Vega, Virginia Tech, WICOW April 2010
Delayed & decoupled fromexperience
Fallible user recollectionA v. B Studies
Problems
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
20/57
A New Method:T.I.M.E
TrustUnderstanding a users trust asthey interact with a website, awebpage, and the informationwithin it
IncrementalUsing incrementalmeasurements of trust to assesschange
MeasurementTaking repeated measurementsof a users trust in the web-
system
Evaluation
Assessing how a users trustchanges and the factors thataffect it
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
21/57
A New Method:T.I.M.E
TrustUnderstanding a users trust asthey interact with a website, awebpage, and the informationwithin it
IncrementalUsing incrementalmeasurements of trust to assesschange
MeasurementTaking repeated measurementsof a users trust in the web-
system
Evaluation
Assessing how a users trustchanges and the factors thataffect it
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
22/57
A New Method:T.I.M.E
TrustUnderstanding a users trust asthey interact with a website, awebpage, and the informationwithin it
IncrementalUsing incrementalmeasurements of trust to assesschange
MeasurementTaking repeated measurementsof a users trust in the web-
system
Evaluation
Assessing how a users trustchanges and the factors thataffect it
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
23/57
A New Method:T.I.M.E
TrustUnderstanding a users trust asthey interact with a website, awebpage, and the informationwithin it
IncrementalUsing incrementalmeasurements of trust to assesschange
MeasurementTaking repeated measurementsof a users trust in the web-
system
Evaluation
Assessing how a users trustchanges and the factors thataffect it
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
24/57
Todays Talk
Trust &
Credibility
Evaluating
Trust
Micro-
interactions
withWebsites
Method Results Future Work
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
25/57
Micro-Interactions
We live in a world where the little things really do
matter. Each encounter no matter how brief is a micro-
interaction which makes a deposit or withdrawal from
our rational and emotional subconscious. The sum of
these interactions and encounters adds up to how wefeel about a particular product, brand or service. Littlethings. Feelings. ~ David Armano
e.g., clicking a link, going to the previous webpage,scrolling
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
26/57
Sample Micro-Interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
27/57
Sample Micro-Interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
28/57
Sample Micro-Interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
29/57
Sample Micro-Interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
30/57
Sample Micro-Interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
31/57
Sample Micro-Interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
32/57
Measuring Micro-interactions &
Trust
Repeated Measuring:
How Often?
Pairing Actions with
Trust: What Action?
Discrete Measures to
Detect Change: Scale?
Factors affecting Trust:
Which ones?
Frequency of measurement
v. Annoying participant too
much v. Predictability
Result: At least 30 seconds
from prior click in interface
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
33/57
Measuring Micro-interactions &
Trust
Repeated Measuring:
How Often?
Pairing Actions with
Trust: What Action?
Discrete Measures to
Detect Change: Scale?
Factors affecting Trust:
Which ones?
Every time segment v.
Pairing with Action
Result: screen remains
viewable but system
suspends interaction
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
34/57
Measuring Micro-interactions &
Trust
Repeated Measuring:
How Often?
Pairing Actions with
Trust: What Action?
Discrete Measures to
Detect Change: Scale?
Factors affecting Trust:
Which ones?
Detecting change v.
Meaningful result
Result: No prior measures
displayed & High precisionscale
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
35/57
Measuring Micro-interactions &
Trust
Repeated Measuring:
How Often?
Pairing Actions with
Trust: What Action?
Discrete Measures to
Detect Change: Scale?
Factors affecting Trust:
Which ones?
Whole socio-tech system v.
focused part
Result: 3 parts of web-system
How much do you trust thisentire website?
How much do you trust theinformation on this page?
How much do you trust thatthis information will guide
you to your answer?
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
36/57
Pairing Actions with Trust
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
37/57
Pairing Actions with Trust
Laurian Vega, Virginia Tech, WICOW April 2010
30 seconds have
passed
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
38/57
Pairing Actions with Trust
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
39/57
Pairing Actions with Trust!
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
40/57
-
8/9/2019 WICOW TIME Presentation
41/57
Method
1 hour sessions
20 participants, 12 male; all university students, 9 graduate
students
Undergraduates received extra credit
20 minutes with each website
4 tasks for each website; pre-tested to take at least 20 minutes
eg: Who was the first female presidential candidate?
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
42/57
-
8/9/2019 WICOW TIME Presentation
43/57
Todays Talk
Trust &
Credibility
Evaluating
Trust
Micro-
interactions
with Websites
Method Results Future Work
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
44/57
Clicking & Responses
Presented ~ 39 seconds
No difference between Usability Case Study Library &
Wikipedia
Presented ~ 59 timesUsability Case Study Library ~26 times
Wikipedia ~25 times
1,018 Responses for each question
~ 10 seconds answering formUsability Case Study Library ~4min, 27 seconds out of 20min
Wikipedia ~ 3min, 38 seconds out of 20min
Only one participant finished all tasks
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
45/57
Trust Effects
Gender & Education Effects
Website Effect
Variation Effect
Time Effect
Women &
Undergraduates more
trusting (p
-
8/9/2019 WICOW TIME Presentation
46/57
Trust Effects
Gender & Education Effects
Website Effect
Variation Effect
Time Effect
Wikipedia was
trusted more
UCS trust: 495;
Wikipedia 617 (out
of 1000)
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
47/57
Trust Effects
Gender & Education Effects
Website Effect
Variation Effect
Time Effect
~ 10% increase ordecrease for all
three questions
0
170
340
510
680
850
Website Webpage Information
User Trust for Each Website
UCS Wikipedia
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
48/57
Trust Effects
Gender & Education Effects
Website Effect
Variation Effect
Time Effect
~ 10% increase ordecrease for all
three questions
0
75
150
225
300
Website Webpage Information
One Standard Deviation of Websites
UCS Wikipedia
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
49/57
Trust Effects
Gender & Education Effects
Website Effect
Variation Effect
Time Effect
Trust ishigher in
the first 5
Minutes0
175
350
525
700
0-5 5-10 10-15 15-20
User Trust in 5 Minute Segments
UCS Wikipedia
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
50/57
Laurian Vega, Virginia Tech, WICOW April 2010
How does one users trustchange when interactingwith a website?
!"
#!!"
$!!"
%!!"&!!"
'!!!"
!(!!
(!!"
!(!'
('!"
!(!#
($$"
!(!$
($%"
!(!%
(!!"
!(!)
(!'"
!(!*
(#%"
!(''
(#'"
!('+
(,'"
!('$
(,#"
!('&
(!&"
!('*
(!,"
!(#!
(!'"
-./01"2341" 23.561"7851" 9:3;1
-
8/9/2019 WICOW TIME Presentation
51/57
Todays Talk
Trust &
Credibility
Evaluating
Trust
Micro-
interactions
with Websites
Method Results Future Work
Laurian Vega, Virginia Tech, WICOW April 2010
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
52/57
Laurian Vega, Virginia Tech, WICOW April 2010
!"
#!!"
$!!"
%!!"
&!!"
'!!!"
!(!!(!!"
!(!'('!"
!(!#($$"
!(!$($%"
!(!%(!!"
!(!)(!'"
!(!*(#%"
!(''(#'"
!('+(,'"
!('$(,#"
!('&(!&"
!('*(!,"
!(#!(!'"
-./01"2341" 23.561"7851" 9:3;1
-
8/9/2019 WICOW TIME Presentation
53/57
Laurian Vega, Virginia Tech, WICOW April 2010
!"
#!!"
$!!"
%!!"
&!!"
'!!!"
!(!!(!!"
!(!'('!"
!(!#($$"
!(!$($%"
!(!%(!!"
!(!)(!'"
!(!*(#%"
!(''(#'"
!('+(,'"
!('$(,#"
!('&(!&"
!('*(!,"
!(#!(!'"
-./01"2341" 23.561"7851" 9:3;1
-
8/9/2019 WICOW TIME Presentation
54/57
What does this mean for
understanding a userstrust in a website?
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
55/57
Future Work
Recreating the experiment focusing on health websites to
isolate what factors affect trust.
Looking at video to tie decreases and increases in trust to
experiences.
Exploring what trust means in the larger socio-technical
system by looking at childcares and general medical practices.
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
56/57
Conclusions
There are many ways to measure trust, but none that attempt
to evaluate how trust changes.
T.I.M.E. Method collects measurements of trust at a small
enough interval to detect change.
Trust in different parts of the socio-technical system have
different levels of trust, even within a web-system
Tuesday, April 27, 2010
-
8/9/2019 WICOW TIME Presentation
57/57
Thank You
Thank you to all my co-authors: Yeong-tay Sun, Steve
Harrison, Scott McCrickard
Thanks to Enid Montague for her help
And thanks to Jessica Corker for helping on the future work!
www.laurianvega.com
Twitter: @LadyLaurian
Virginia Tech