SlideShare a Scribd company logo
1 of 25
Download to read offline
Iterative Prototyping
                     2114.409: Creative Research Practice




                                                          This presentation borrows heavily from Shen Zhao,
                                                            Richard Davis, Scott Klemmer with permission
HTTP://WWW.FLICKR.COM/PHOTOS/ROSENFELDMEDIA/3978305312/
Creative Research Practice
Observa(on+&+         Itera(ve+      Evalua(on+&+
                                                         Publica(on+
Brainstorming+       Prototyping+      Analysis+




  Methodology to:                   Our version:

   • Write a dissertation            • Data-centric
   • Build a company                 • Emphasize feedback
   • Start a movement                • Emphasize skills/recipes
HTTP://WWW.FLICKR.COM/PHOTOS/CYBERSLAYER/952953634/
Goal




             Where are we going?
       How do we get there?
HTTP://WWW.FLICKR.COM/PHOTOS/DHAMMZA/195319646/




If we always turn right, we’ll
  eventually reach our goal
                                 Is there a right-hand
                                    rule for design?
Two Core Principles
K                      A




    divergence -           iteration
    convergence




                   K                   A
Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario      Storyboard      Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Demo/Pitch
       prototype
                          Design Critique

                          Cognitive Walkthrough
synthesis      feedback   Heuristic Evaluation

                          Controlled Experiment

                          Survey

                          Analytics
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of                  Today’s
           Concierge
                         Prototype        Oz                       Focus


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Scenario                  Workshop

           “John wants to take notes while in class. Even though
           the slides will be posted online later, he wants to make
           sure he captures the most important points. Before
Actors     the professor starts the lecture, he starts the note-
           taking application on his phone. The application
           automatically notes the current date, time and class.
Setting
           During the class he can press one of two buttons - to
           start recording audio or to take a picture. After
Goals      recording, the application allows him to tag the
           recording with keywords. Later, when he is home, he
Actions    can review his notes, synchronized with the
           powerpoint slides downloaded from the course web
           site. He can search by keyword, follow the lecture
           linearly, or speed up in time.”

    Text               Storyboard                      Video
                                                            Source: Richard Davis
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Interface Sketch                                Workshop
                                                         Square corners

                                                        Annotations

                                                        Good pen

                                                        Grid/templates

                                                        Limited detail

                                                        Visual hierarchy

                                                        Multicolor ink
HTTP://WWW.FLICKR.COM/PHOTOS/JOLLY_SONALI/5790735754/
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Concierge   Workshop




                 HTTP://WWW.FLICKR.COM/PHOTOS/ROSEFIRERISING/456689214/
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Paper
Prototype
            HTTP://WWW.FLICKR.COM/PHOTOS/NASHIH/5487801683/
Rough Sketch               Photorealistic Rendering




                                   Why might we prefer a
                                 low-fidelity representation?
HTTP://WWW.FLICKR.COM/PHOTOS/PINTIPINTIPINTI/3510465346/                  HTTP://WWW.FLICKR.COM/PHOTOS/PG/4028986155/
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
Wizard of Oz




Adapted from Scott Klemmer (CS147, Fall 2010)
Iterative Prototyping
 Start
                                                                           High
                                                                          Fidelity

           Scenario     Storyboard       Video


            Sketch       Wireframe      Mockup


                           Paper       Wizard of
           Concierge
                         Prototype        Oz


                 Various Functional Prototypes
Concrete
                                                 Adapted from Scott Klemmer (CS147, Fall 2010)
What to prototype?
Riskiest thing - “test your assumptions”


Core mechanic - “build something juicy”


Something uncomfortable - “rip off the band-aid”


Something comfortable - “start somewhere and tinker”


   It depends... but always start with a question
Homework
1. Design a prototyping plan for this
   week. Post by Monday noon for
   feedback.

2. Include at least one paper
   prototyping exercise.

3. Every team member should run at
   least two subjects through the paper
   prototype.

4. Document your work and findings
   on your project blog.



                                          HTTP://WWW.FLICKR.COM/PHOTOS/21218849@N03/3901512129/
More Administrative


    Mentors                 Homework

Send me a one paragraph    This weekend door closes
project abstract that      for HW2/HW3 revisions.
makes your project sound
exciting.
Feedback




           HTTP://WWW.FLICKR.COM/PHOTOS/LEEKSANDBOUNDS/845804752/

More Related Content

What's hot

Lean product development implementation
Lean product development implementationLean product development implementation
Lean product development implementationITZHAK123
 
5 stages in design thinking process
5 stages in design thinking process5 stages in design thinking process
5 stages in design thinking processyuj
 
Earned value
Earned valueEarned value
Earned valueOliver
 
Lean Fundamentals Overview Webinar
Lean Fundamentals Overview WebinarLean Fundamentals Overview Webinar
Lean Fundamentals Overview WebinarMichael E. Parker
 
Design thinking
Design thinkingDesign thinking
Design thinkingAshprvt
 
Design Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for DevelopersDesign Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for DevelopersBill Bulman
 
Design Thinking: A Common Sense Process
Design Thinking: A Common Sense ProcessDesign Thinking: A Common Sense Process
Design Thinking: A Common Sense ProcessMichael Zarro, Ph.D.
 
Fidic contract arabic - عقد فيديك باللغة العربية
Fidic contract arabic - عقد فيديك باللغة العربيةFidic contract arabic - عقد فيديك باللغة العربية
Fidic contract arabic - عقد فيديك باللغة العربيةHani Saad
 
Design the Right thing ... and then Design things Right - UXSEA Summit 2019
Design the Right thing ... and then Design things Right - UXSEA Summit 2019Design the Right thing ... and then Design things Right - UXSEA Summit 2019
Design the Right thing ... and then Design things Right - UXSEA Summit 2019Kuldeep Kulshreshtha
 
Jikotei Kanketsu
Jikotei KanketsuJikotei Kanketsu
Jikotei Kanketsuleansavant
 
Design Thinking: A Quick Course in Creative Problem Solving
Design Thinking: A Quick Course in Creative Problem SolvingDesign Thinking: A Quick Course in Creative Problem Solving
Design Thinking: A Quick Course in Creative Problem SolvingSpring Studio
 
What mindset is needed for Design Thinking?
What mindset is needed for Design Thinking?What mindset is needed for Design Thinking?
What mindset is needed for Design Thinking?KEEN
 

What's hot (20)

Design thinking
Design  thinkingDesign  thinking
Design thinking
 
Prototype
PrototypePrototype
Prototype
 
Lean product development implementation
Lean product development implementationLean product development implementation
Lean product development implementation
 
5 stages in design thinking process
5 stages in design thinking process5 stages in design thinking process
5 stages in design thinking process
 
Earned value
Earned valueEarned value
Earned value
 
Design thinking
Design thinkingDesign thinking
Design thinking
 
Lean Fundamentals Overview Webinar
Lean Fundamentals Overview WebinarLean Fundamentals Overview Webinar
Lean Fundamentals Overview Webinar
 
Design thinking
Design thinkingDesign thinking
Design thinking
 
Design thinking
Design thinkingDesign thinking
Design thinking
 
Design Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for DevelopersDesign Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for Developers
 
Design Thinking: A Common Sense Process
Design Thinking: A Common Sense ProcessDesign Thinking: A Common Sense Process
Design Thinking: A Common Sense Process
 
Fidic contract arabic - عقد فيديك باللغة العربية
Fidic contract arabic - عقد فيديك باللغة العربيةFidic contract arabic - عقد فيديك باللغة العربية
Fidic contract arabic - عقد فيديك باللغة العربية
 
The Design Thinking Process
The Design Thinking ProcessThe Design Thinking Process
The Design Thinking Process
 
Design the Right thing ... and then Design things Right - UXSEA Summit 2019
Design the Right thing ... and then Design things Right - UXSEA Summit 2019Design the Right thing ... and then Design things Right - UXSEA Summit 2019
Design the Right thing ... and then Design things Right - UXSEA Summit 2019
 
Jikotei Kanketsu
Jikotei KanketsuJikotei Kanketsu
Jikotei Kanketsu
 
IDEO - Design thinking workshop 2016
IDEO - Design thinking workshop 2016IDEO - Design thinking workshop 2016
IDEO - Design thinking workshop 2016
 
Design Thinking: A Quick Course in Creative Problem Solving
Design Thinking: A Quick Course in Creative Problem SolvingDesign Thinking: A Quick Course in Creative Problem Solving
Design Thinking: A Quick Course in Creative Problem Solving
 
Value Stream Mapping (VSM) Poster
Value Stream Mapping (VSM) PosterValue Stream Mapping (VSM) Poster
Value Stream Mapping (VSM) Poster
 
DMAIC Methodology
DMAIC MethodologyDMAIC Methodology
DMAIC Methodology
 
What mindset is needed for Design Thinking?
What mindset is needed for Design Thinking?What mindset is needed for Design Thinking?
What mindset is needed for Design Thinking?
 

Viewers also liked

Rapid, iterative prototyping best practices
Rapid, iterative prototyping best practicesRapid, iterative prototyping best practices
Rapid, iterative prototyping best practicesfirehosegames
 
UCD and low-fidelity prototyping
UCD and low-fidelity prototypingUCD and low-fidelity prototyping
UCD and low-fidelity prototypingsawsan slii
 
Factor c ggd rotterdam rijnmond 20100830
Factor c ggd rotterdam rijnmond 20100830Factor c ggd rotterdam rijnmond 20100830
Factor c ggd rotterdam rijnmond 20100830paultissingh
 
Presentatie Factor C Stadsontwikkeling Linked In Groep
Presentatie Factor C Stadsontwikkeling Linked In GroepPresentatie Factor C Stadsontwikkeling Linked In Groep
Presentatie Factor C Stadsontwikkeling Linked In Groeppaultissingh
 
Operation's research models
Operation's research modelsOperation's research models
Operation's research modelsAbhinav Kp
 
groh! innovation 5 quotes on design thinking
groh! innovation 5 quotes on design thinkinggroh! innovation 5 quotes on design thinking
groh! innovation 5 quotes on design thinkingCarola Verschoor
 
Management science
Management scienceManagement science
Management scienceMaru Navarro
 
Rapid Prototyping For Augmented Reality
Rapid Prototyping For Augmented RealityRapid Prototyping For Augmented Reality
Rapid Prototyping For Augmented RealityMark Billinghurst
 
The Future of Human Machine Interfaces (HMI)
The Future of Human Machine Interfaces (HMI)The Future of Human Machine Interfaces (HMI)
The Future of Human Machine Interfaces (HMI)Daniel Zahler
 
Risk and Uncertainty
Risk and UncertaintyRisk and Uncertainty
Risk and UncertaintyBrad Stollery
 
Human machine interface
Human machine interfaceHuman machine interface
Human machine interfaceR A Akerkar
 
Understanding Risk & Uncertainty
Understanding Risk & UncertaintyUnderstanding Risk & Uncertainty
Understanding Risk & UncertaintyKelvin Stott
 
Predictive Analytics - An Overview
Predictive Analytics - An OverviewPredictive Analytics - An Overview
Predictive Analytics - An OverviewMachinePulse
 
What is the maker movement?
What is the maker movement?What is the maker movement?
What is the maker movement?Luminary Labs
 

Viewers also liked (20)

Rapid, iterative prototyping best practices
Rapid, iterative prototyping best practicesRapid, iterative prototyping best practices
Rapid, iterative prototyping best practices
 
UCD and low-fidelity prototyping
UCD and low-fidelity prototypingUCD and low-fidelity prototyping
UCD and low-fidelity prototyping
 
Factor c ggd rotterdam rijnmond 20100830
Factor c ggd rotterdam rijnmond 20100830Factor c ggd rotterdam rijnmond 20100830
Factor c ggd rotterdam rijnmond 20100830
 
Presentatie Factor C Stadsontwikkeling Linked In Groep
Presentatie Factor C Stadsontwikkeling Linked In GroepPresentatie Factor C Stadsontwikkeling Linked In Groep
Presentatie Factor C Stadsontwikkeling Linked In Groep
 
Operation's research models
Operation's research modelsOperation's research models
Operation's research models
 
groh! innovation 5 quotes on design thinking
groh! innovation 5 quotes on design thinkinggroh! innovation 5 quotes on design thinking
groh! innovation 5 quotes on design thinking
 
human machine system
human machine system human machine system
human machine system
 
Predictive Model
Predictive ModelPredictive Model
Predictive Model
 
Human machine interface
Human machine interfaceHuman machine interface
Human machine interface
 
Management science
Management scienceManagement science
Management science
 
Rapid Prototyping For Augmented Reality
Rapid Prototyping For Augmented RealityRapid Prototyping For Augmented Reality
Rapid Prototyping For Augmented Reality
 
The Future of Human Machine Interfaces (HMI)
The Future of Human Machine Interfaces (HMI)The Future of Human Machine Interfaces (HMI)
The Future of Human Machine Interfaces (HMI)
 
Man machine interface & it’s controls
Man machine interface & it’s controlsMan machine interface & it’s controls
Man machine interface & it’s controls
 
Risk and Uncertainty
Risk and UncertaintyRisk and Uncertainty
Risk and Uncertainty
 
Six sigma presentation
Six sigma presentationSix sigma presentation
Six sigma presentation
 
Human machine interface
Human machine interfaceHuman machine interface
Human machine interface
 
Understanding Risk & Uncertainty
Understanding Risk & UncertaintyUnderstanding Risk & Uncertainty
Understanding Risk & Uncertainty
 
Predictive Analytics - An Overview
Predictive Analytics - An OverviewPredictive Analytics - An Overview
Predictive Analytics - An Overview
 
Six Sigma
Six SigmaSix Sigma
Six Sigma
 
What is the maker movement?
What is the maker movement?What is the maker movement?
What is the maker movement?
 

Similar to Iterative Prototyping

Lean UX: Sketch, Prototype & Validate. Fast.
Lean UX: Sketch, Prototype & Validate. Fast.Lean UX: Sketch, Prototype & Validate. Fast.
Lean UX: Sketch, Prototype & Validate. Fast.Jon Hadden
 
Lecture5 lofi proto(low fidelity)
Lecture5 lofi proto(low fidelity)Lecture5 lofi proto(low fidelity)
Lecture5 lofi proto(low fidelity)Khairun Fatihah
 
Design Prototyping: Bringing Wireframes to Life
Design Prototyping: Bringing Wireframes to LifeDesign Prototyping: Bringing Wireframes to Life
Design Prototyping: Bringing Wireframes to Lifegoodfriday
 
Presentation Proto Space 5nov2009
Presentation  Proto Space 5nov2009Presentation  Proto Space 5nov2009
Presentation Proto Space 5nov2009siertwijnia
 
Prototypes, Prototypes, Prototypes
Prototypes, Prototypes, PrototypesPrototypes, Prototypes, Prototypes
Prototypes, Prototypes, PrototypesShane Morris
 
Morris prototyping - oredev - share
Morris   prototyping - oredev - shareMorris   prototyping - oredev - share
Morris prototyping - oredev - shareShane Morris
 
Computer Assisted Manufacturing
Computer Assisted ManufacturingComputer Assisted Manufacturing
Computer Assisted Manufacturingvrt-medialab
 
Advanced Silverlight
Advanced SilverlightAdvanced Silverlight
Advanced Silverlightrsnarayanan
 
UIE Virtual Seminar - From PDFs to HTML Prototyping
UIE Virtual Seminar - From PDFs to HTML PrototypingUIE Virtual Seminar - From PDFs to HTML Prototyping
UIE Virtual Seminar - From PDFs to HTML PrototypingUIEpreviews
 
Introduction to Agile Practices
Introduction to Agile PracticesIntroduction to Agile Practices
Introduction to Agile Practicescspag67
 
Introduction to Building Wireframes - Part 2
Introduction to Building Wireframes - Part 2Introduction to Building Wireframes - Part 2
Introduction to Building Wireframes - Part 2lomalogue
 
Multi-touch 3D-set modeler
Multi-touch 3D-set modelerMulti-touch 3D-set modeler
Multi-touch 3D-set modelervrt-medialab
 
"Bwin - P5 a future proof Poker platform"
"Bwin - P5 a future proof Poker platform""Bwin - P5 a future proof Poker platform"
"Bwin - P5 a future proof Poker platform"gerold kathan
 
Stop Writing Assertions! Efficient Verification Methodology
Stop Writing Assertions! Efficient Verification MethodologyStop Writing Assertions! Efficient Verification Methodology
Stop Writing Assertions! Efficient Verification MethodologyDVClub
 
Engineering mistakes to avoid when building your MVP – Encore.dev @ Norrsken
Engineering mistakes to avoid when building your MVP – Encore.dev @ NorrskenEngineering mistakes to avoid when building your MVP – Encore.dev @ Norrsken
Engineering mistakes to avoid when building your MVP – Encore.dev @ NorrskenMarcus Kohlberg
 
e Service Prototype
e Service Prototypee Service Prototype
e Service PrototypeYves Pigneur
 
Design Agility for Startups
Design Agility for StartupsDesign Agility for Startups
Design Agility for StartupsNeil Wehrle
 
Metadata to create and collect
Metadata to create and collectMetadata to create and collect
Metadata to create and collectvrt-medialab
 
The Lean Tech Stack
The Lean Tech StackThe Lean Tech Stack
The Lean Tech StackBill Scott
 

Similar to Iterative Prototyping (20)

Lean UX: Sketch, Prototype & Validate. Fast.
Lean UX: Sketch, Prototype & Validate. Fast.Lean UX: Sketch, Prototype & Validate. Fast.
Lean UX: Sketch, Prototype & Validate. Fast.
 
Lecture5 lofi proto(low fidelity)
Lecture5 lofi proto(low fidelity)Lecture5 lofi proto(low fidelity)
Lecture5 lofi proto(low fidelity)
 
Design Prototyping: Bringing Wireframes to Life
Design Prototyping: Bringing Wireframes to LifeDesign Prototyping: Bringing Wireframes to Life
Design Prototyping: Bringing Wireframes to Life
 
Presentation Proto Space 5nov2009
Presentation  Proto Space 5nov2009Presentation  Proto Space 5nov2009
Presentation Proto Space 5nov2009
 
Prototypes, Prototypes, Prototypes
Prototypes, Prototypes, PrototypesPrototypes, Prototypes, Prototypes
Prototypes, Prototypes, Prototypes
 
Morris prototyping - oredev - share
Morris   prototyping - oredev - shareMorris   prototyping - oredev - share
Morris prototyping - oredev - share
 
Computer Assisted Manufacturing
Computer Assisted ManufacturingComputer Assisted Manufacturing
Computer Assisted Manufacturing
 
Advanced Silverlight
Advanced SilverlightAdvanced Silverlight
Advanced Silverlight
 
UIE Virtual Seminar - From PDFs to HTML Prototyping
UIE Virtual Seminar - From PDFs to HTML PrototypingUIE Virtual Seminar - From PDFs to HTML Prototyping
UIE Virtual Seminar - From PDFs to HTML Prototyping
 
Introduction to Agile Practices
Introduction to Agile PracticesIntroduction to Agile Practices
Introduction to Agile Practices
 
Introduction to Building Wireframes - Part 2
Introduction to Building Wireframes - Part 2Introduction to Building Wireframes - Part 2
Introduction to Building Wireframes - Part 2
 
Multi-touch 3D-set modeler
Multi-touch 3D-set modelerMulti-touch 3D-set modeler
Multi-touch 3D-set modeler
 
"Bwin - P5 a future proof Poker platform"
"Bwin - P5 a future proof Poker platform""Bwin - P5 a future proof Poker platform"
"Bwin - P5 a future proof Poker platform"
 
Stop Writing Assertions! Efficient Verification Methodology
Stop Writing Assertions! Efficient Verification MethodologyStop Writing Assertions! Efficient Verification Methodology
Stop Writing Assertions! Efficient Verification Methodology
 
Whipp q3 2008_sv
Whipp q3 2008_svWhipp q3 2008_sv
Whipp q3 2008_sv
 
Engineering mistakes to avoid when building your MVP – Encore.dev @ Norrsken
Engineering mistakes to avoid when building your MVP – Encore.dev @ NorrskenEngineering mistakes to avoid when building your MVP – Encore.dev @ Norrsken
Engineering mistakes to avoid when building your MVP – Encore.dev @ Norrsken
 
e Service Prototype
e Service Prototypee Service Prototype
e Service Prototype
 
Design Agility for Startups
Design Agility for StartupsDesign Agility for Startups
Design Agility for Startups
 
Metadata to create and collect
Metadata to create and collectMetadata to create and collect
Metadata to create and collect
 
The Lean Tech Stack
The Lean Tech StackThe Lean Tech Stack
The Lean Tech Stack
 

More from Michael Shilman

Controlled Experiments - Shengdong Zhao
Controlled Experiments - Shengdong ZhaoControlled Experiments - Shengdong Zhao
Controlled Experiments - Shengdong ZhaoMichael Shilman
 
Personal Desire / Design Fiction
Personal Desire / Design FictionPersonal Desire / Design Fiction
Personal Desire / Design FictionMichael Shilman
 
Myoyoung Kim: Visual Storytelling, Infographics!
Myoyoung Kim: Visual Storytelling, Infographics!Myoyoung Kim: Visual Storytelling, Infographics!
Myoyoung Kim: Visual Storytelling, Infographics!Michael Shilman
 
Seungwon Hwang: Entity Graph Mining and Matching
Seungwon Hwang: Entity Graph Mining and MatchingSeungwon Hwang: Entity Graph Mining and Matching
Seungwon Hwang: Entity Graph Mining and MatchingMichael Shilman
 
Ignite Seoul: Machine Learning
Ignite Seoul: Machine LearningIgnite Seoul: Machine Learning
Ignite Seoul: Machine LearningMichael Shilman
 
Collective Intelligence Lecture 1: Introduction
Collective Intelligence Lecture 1: IntroductionCollective Intelligence Lecture 1: Introduction
Collective Intelligence Lecture 1: IntroductionMichael Shilman
 

More from Michael Shilman (10)

Project Management
Project ManagementProject Management
Project Management
 
Controlled Experiments - Shengdong Zhao
Controlled Experiments - Shengdong ZhaoControlled Experiments - Shengdong Zhao
Controlled Experiments - Shengdong Zhao
 
Personal Desire / Design Fiction
Personal Desire / Design FictionPersonal Desire / Design Fiction
Personal Desire / Design Fiction
 
Data Design
Data DesignData Design
Data Design
 
Data Mining
Data MiningData Mining
Data Mining
 
Myoyoung Kim: Visual Storytelling, Infographics!
Myoyoung Kim: Visual Storytelling, Infographics!Myoyoung Kim: Visual Storytelling, Infographics!
Myoyoung Kim: Visual Storytelling, Infographics!
 
Seungwon Hwang: Entity Graph Mining and Matching
Seungwon Hwang: Entity Graph Mining and MatchingSeungwon Hwang: Entity Graph Mining and Matching
Seungwon Hwang: Entity Graph Mining and Matching
 
Class, where are we?
Class, where are we?Class, where are we?
Class, where are we?
 
Ignite Seoul: Machine Learning
Ignite Seoul: Machine LearningIgnite Seoul: Machine Learning
Ignite Seoul: Machine Learning
 
Collective Intelligence Lecture 1: Introduction
Collective Intelligence Lecture 1: IntroductionCollective Intelligence Lecture 1: Introduction
Collective Intelligence Lecture 1: Introduction
 

Recently uploaded

AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...BarusRa
 
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...amitlee9823
 
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...sonalitrivedi431
 
Sector 105, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 105, Noida Call girls :8448380779 Model Escorts | 100% verifiedSector 105, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 105, Noida Call girls :8448380779 Model Escorts | 100% verifiedDelhi Call girls
 
Top Rated Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...
Top Rated  Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...Top Rated  Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...Call Girls in Nagpur High Profile
 
ab-initio-training basics and architecture
ab-initio-training basics and architectureab-initio-training basics and architecture
ab-initio-training basics and architecturesaipriyacoool
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️Delhi Call girls
 
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...Call Girls in Nagpur High Profile
 
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...nirzagarg
 
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best ServiceHigh Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Servicemeghakumariji156
 
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...instagramfab782445
 
👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...
👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...
👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...karishmasinghjnh
 
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...Pooja Nehwal
 
Top Rated Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
Top Rated  Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...Top Rated  Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
Top Rated Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...Call Girls in Nagpur High Profile
 
Editorial design Magazine design project.pdf
Editorial design Magazine design project.pdfEditorial design Magazine design project.pdf
Editorial design Magazine design project.pdftbatkhuu1
 
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...Delhi Call girls
 
Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...
Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...
Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...gajnagarg
 
Sweety Planet Packaging Design Process Book.pptx
Sweety Planet Packaging Design Process Book.pptxSweety Planet Packaging Design Process Book.pptx
Sweety Planet Packaging Design Process Book.pptxbingyichin04
 
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...amitlee9823
 

Recently uploaded (20)

AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...AMBER GRAIN EMBROIDERY | Growing folklore elements |  Root-based materials, w...
AMBER GRAIN EMBROIDERY | Growing folklore elements | Root-based materials, w...
 
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men  🔝dharamshala🔝  ...
➥🔝 7737669865 🔝▻ dharamshala Call-girls in Women Seeking Men 🔝dharamshala🔝 ...
 
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
💫✅jodhpur 24×7 BEST GENUINE PERSON LOW PRICE CALL GIRL SERVICE FULL SATISFACT...
 
Sector 105, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 105, Noida Call girls :8448380779 Model Escorts | 100% verifiedSector 105, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 105, Noida Call girls :8448380779 Model Escorts | 100% verified
 
Top Rated Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...
Top Rated  Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...Top Rated  Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...
Top Rated Pune Call Girls Saswad ⟟ 6297143586 ⟟ Call Me For Genuine Sex Serv...
 
ab-initio-training basics and architecture
ab-initio-training basics and architectureab-initio-training basics and architecture
ab-initio-training basics and architecture
 
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
call girls in Vaishali (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝✔️✔️
 
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...Booking open Available Pune Call Girls Nanded City  6297143586 Call Hot India...
Booking open Available Pune Call Girls Nanded City 6297143586 Call Hot India...
 
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
Nisha Yadav Escorts Service Ernakulam ❣️ 7014168258 ❣️ High Cost Unlimited Ha...
 
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best ServiceHigh Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
High Profile Escorts Nerul WhatsApp +91-9930687706, Best Service
 
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
 
👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...
👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...
👉 Call Girls Service Amritsar 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Agen...
 
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️call girls in Dakshinpuri  (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
call girls in Dakshinpuri (DELHI) 🔝 >༒9953056974 🔝 genuine Escort Service 🔝✔️✔️
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
 
Top Rated Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
Top Rated  Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...Top Rated  Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
Top Rated Pune Call Girls Koregaon Park ⟟ 6297143586 ⟟ Call Me For Genuine S...
 
Editorial design Magazine design project.pdf
Editorial design Magazine design project.pdfEditorial design Magazine design project.pdf
Editorial design Magazine design project.pdf
 
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
call girls in Kaushambi (Ghaziabad) 🔝 >༒8448380779 🔝 genuine Escort Service 🔝...
 
Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...
Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...
Just Call Vip call girls dharamshala Escorts ☎️9352988975 Two shot with one g...
 
Sweety Planet Packaging Design Process Book.pptx
Sweety Planet Packaging Design Process Book.pptxSweety Planet Packaging Design Process Book.pptx
Sweety Planet Packaging Design Process Book.pptx
 
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
 

Iterative Prototyping

  • 1. Iterative Prototyping 2114.409: Creative Research Practice This presentation borrows heavily from Shen Zhao, Richard Davis, Scott Klemmer with permission HTTP://WWW.FLICKR.COM/PHOTOS/ROSENFELDMEDIA/3978305312/
  • 2. Creative Research Practice Observa(on+&+ Itera(ve+ Evalua(on+&+ Publica(on+ Brainstorming+ Prototyping+ Analysis+ Methodology to: Our version: • Write a dissertation • Data-centric • Build a company • Emphasize feedback • Start a movement • Emphasize skills/recipes
  • 3. HTTP://WWW.FLICKR.COM/PHOTOS/CYBERSLAYER/952953634/ Goal Where are we going? How do we get there?
  • 4. HTTP://WWW.FLICKR.COM/PHOTOS/DHAMMZA/195319646/ If we always turn right, we’ll eventually reach our goal Is there a right-hand rule for design?
  • 5. Two Core Principles K A divergence - iteration convergence K A
  • 6. Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 7. Demo/Pitch prototype Design Critique Cognitive Walkthrough synthesis feedback Heuristic Evaluation Controlled Experiment Survey Analytics
  • 8. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 9. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 10. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Today’s Concierge Prototype Oz Focus Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 11. Scenario Workshop “John wants to take notes while in class. Even though the slides will be posted online later, he wants to make sure he captures the most important points. Before Actors the professor starts the lecture, he starts the note- taking application on his phone. The application automatically notes the current date, time and class. Setting During the class he can press one of two buttons - to start recording audio or to take a picture. After Goals recording, the application allows him to tag the recording with keywords. Later, when he is home, he Actions can review his notes, synchronized with the powerpoint slides downloaded from the course web site. He can search by keyword, follow the lecture linearly, or speed up in time.” Text Storyboard Video Source: Richard Davis
  • 12. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 13. Interface Sketch Workshop Square corners Annotations Good pen Grid/templates Limited detail Visual hierarchy Multicolor ink HTTP://WWW.FLICKR.COM/PHOTOS/JOLLY_SONALI/5790735754/
  • 14. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 15. Concierge Workshop HTTP://WWW.FLICKR.COM/PHOTOS/ROSEFIRERISING/456689214/
  • 16. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 17. Paper Prototype HTTP://WWW.FLICKR.COM/PHOTOS/NASHIH/5487801683/
  • 18. Rough Sketch Photorealistic Rendering Why might we prefer a low-fidelity representation? HTTP://WWW.FLICKR.COM/PHOTOS/PINTIPINTIPINTI/3510465346/ HTTP://WWW.FLICKR.COM/PHOTOS/PG/4028986155/
  • 19. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 20. Wizard of Oz Adapted from Scott Klemmer (CS147, Fall 2010)
  • 21. Iterative Prototyping Start High Fidelity Scenario Storyboard Video Sketch Wireframe Mockup Paper Wizard of Concierge Prototype Oz Various Functional Prototypes Concrete Adapted from Scott Klemmer (CS147, Fall 2010)
  • 22. What to prototype? Riskiest thing - “test your assumptions” Core mechanic - “build something juicy” Something uncomfortable - “rip off the band-aid” Something comfortable - “start somewhere and tinker” It depends... but always start with a question
  • 23. Homework 1. Design a prototyping plan for this week. Post by Monday noon for feedback. 2. Include at least one paper prototyping exercise. 3. Every team member should run at least two subjects through the paper prototype. 4. Document your work and findings on your project blog. HTTP://WWW.FLICKR.COM/PHOTOS/21218849@N03/3901512129/
  • 24. More Administrative Mentors Homework Send me a one paragraph This weekend door closes project abstract that for HW2/HW3 revisions. makes your project sound exciting.
  • 25. Feedback HTTP://WWW.FLICKR.COM/PHOTOS/LEEKSANDBOUNDS/845804752/