morphing banner advertisement
TRANSCRIPT
Morphing Banner Advertisement
Group 9 | H. K., W. C., M. G.-P.
Electronic Commerce | 26.11.2014
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AGENDAMorphing Banner Advertisement
Background
Current challenge | Overview of online advertisement | Progress in banner advertisement
Morphing
Cognitive dimensions | Banner morphing process | In-class activity | Business application
Discussion
Benefits and risks of big data integration | Power to the users?
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Background | Current ChallengeClick-through rates
Of 200 website visitors ..
.. one will click a banner ad.
Source: Urban, Hauser et al, 2014
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Background | Overview of online advertisementGrowth
...
...
...
...
...
...
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Article: New
Car Trends
2014The Vision G-Code
is as striking as
any concept, with a
squat profile and
space-age interior,
but it's not the
car's looks that are
interesting here:
it's the paint.
Background | Progress in banner advertisementContext-matched, cognitive-matched ads
Article: New
Car Trends
2014The Vision G-Code
is as striking as
any concept, with a
squat profile and
space-age interior,
but it's not the
car's looks that are
interesting here:
it's the paint.
Article: New
Car Trends
2014The Vision G-Code
is as striking as
any concept, with a
squat profile and
space-age interior,
but it's not the
car's looks that are
interesting here:
it's the paint.
Non-context
Non-personal
ads
Context-matched
Non-personal
ads
Context-matched
Cognitive-matched
ads
Data use,
Ad effectiveness
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Morphing | Cognitive dimensionsWhat are cognitive styles?
Cognitive styles include how we perceive, think and solve
problems and have a high degree of persistence across
various decision situations.
Source: Urban, Hauser et al, 2009 (II)
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Morphing | Cognitive dimensionsImpulsive vs. deliberative
.
...
...
...
Baseball bat costs $10 more than the ball.
Question: What’s the price of the ball?
Source: Urban, Hauser et al, 2009 (I)
$11 $??
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Morphing | Cognitive dimensionsHolistic vs. analytical
Question: Which group is more similar to the target object?
Source: Norenzayan et al, 2002
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Morphing | Cognitive dimensionsSegmentation
impuls
ive
delib
era
tive
holistic
analytic
impulsive -
holistic
deliberative -
holistic
impulsive -
analytic
deliberative -
analytic
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End
Morphing | Banner morphing processTechnical backbone
Source: Urban, Hauser et al, 2009 (II)
Pages served
Bayesian Inference Engine
Gittins’ Updating System
Start
Visitor enters
siteVisitor leaves
siteVisitor’s click-stream
Engine infers visitor’s
cognitive style
System
updated
based on
new data
(click on ad
vs. no click)
System
serves
optimal
morph
learned from
past users
Mo
rph
ing
ba
nn
er
Alg
orith
m o
ptim
iza
tion
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Morphing | Banner morphing processResults
Banner morphing is effective when context-matched.
Source: Urban, Hauser et al, 2014
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Morphing | Banner morphing processResults
Banner morphing lifts brand recognition and purchase likelihood.
Source: Urban, Hauser et al, 2014
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Morphing | In-class activityOverview
Scenario
Linda and Tom are planning to replace their current phones and search for information on
CNET.com (“The world's leader in tech product reviews [..] and more”).
Based on received information, CNET wants to display a banner ad for a new smartphone
and hopes to potentially match Linda’s/Tom’s cognitive style.
Task (10 minutes, work in groups of 2-3)
1. Which cognitive-style segment describes Linda/Tom best?
2. Which banner should CNET display? Why?
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Morphing | In-class activityResources
Cognitive styles
Deliberative: explores options in depth before making a decision
Impulsive: makes decisions quickly
Analytic: detail oriented, studies each component of the problem
Holistic: sees the big picture
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Morphing | In-class activityResults
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Morphing | Business applicationTrbo.com
Source: trbo.com
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Morphing | Business applicationTrbo.com
Source: trbo.com
“We use big data to create personalized shopping incentives.”
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Discussion
Why isn’t everybody using morphing?
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Discussion
Do benefits outweigh the risks of big data integration?
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Discussion | Power to the users?Opt-in solutions
Source: store.nike.com
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Discussion | Power to the users?Opt-in solutions
Source: urbanoutfitters.com
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Discussion | Power to the users?Opt-in solutions
Source: heise.de
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LITERATUREKey references
Urban, G., Hauser, J. et al 2014. Morphing Banner Advertising. Marketing Science, Vol. 33, No. 1, p.
27-46.
Urban, G., Hauser, J. et al 2009. Does Matching Website Characteristics to Cognitive Styles
Increase Online Sales? MIT Sloan School of Management Paper. [(I)]
Urban, G., Hauser, J. et al 2009. Morph the Web to Build Empathy, Trust and Sales. MIT Sloan
Management Review, Vol. 50, No. 4, p. 53-61. [(II)]
Norenzayan, A. et al 2002. Cultural preferences for formal versus intuitive reasoning. Cognitive
Science, Vol. 26, p. 653-684.