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Collective Intelligence
 2114.409: Creative Research Practice




                                        HTTP://WWW.FLICKR.COM/PHOTOS/BRIANSIMS/6285525384/
Collective Intelligence
Clicks,)      Likes,)      Updates,)   Ar,cles,)
Scrolls,)     Links,)      Reviews,)   Images,)
 Time)       Checkins)    Comments)     Video)




                   Collec,ve)            How can we harness the
                  Intelligence)
                                         activities of the world’s digital
                                         citizens to build new and
                                         useful consumer services?


                  Community)
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


               HTTP://WWW.FLICKR.COM/PHOTOS/WYRMWORLD/4256386226/
Who are you? http://j.mp/XXXX




                    HTTP://WWW.FLICKR.COM/PHOTOS/A2GEMMA/1448178195/
Who am I?
         02



        01-07



92-03
        07-11



        12-??
Who am I?
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


                   HTTP://WWW.FLICKR.COM/PHOTOS/SBH/3422705673/
Collective Intelligence
Clicks,)      Likes,)      Updates,)   Ar,cles,)
Scrolls,)     Links,)      Reviews,)   Images,)
 Time)       Checkins)    Comments)     Video)




                   Collec,ve)            How can we harness the
                  Intelligence)
                                         activities of the world’s digital
                                         citizens to build new and
                                         useful consumer services?


                  Community)
Politics




The Korean elections are coming. How
does the Internet tell us more than
traditional polling ever could?
Entertainment




        Which upcoming movies are going to
        be box office successes and which will
        disappoint? How will critics react?


                                HTTP://WWW.FLICKR.COM/PHOTOS/STUCKINCUSTOMS/2786154526/
Food




If I prefer red wine to white, what
does that say about my tastes in
cookies? Beef jerky?



                                      HTTP://WWW.FLICKR.COM/PHOTOS/WILLIA4/2504379334/
Movements




What are movements like Occupy Wall
Street really trying to achieve? What
memes are its opponents pushing?

                                        HTTP://WWW.FLICKR.COM/PHOTOS/GILSONROME/6247208325/
Collaboration




What are the keys to success in large,
crowdsourced systems like Wikipedia? How
can we apply them to other domains, such as
participatory democracy?


                                              HTTP://WWW.FLICKR.COM/PHOTOS/FIDELMAN/4640722483/
Shopping




           What is the best digital camera for low-light
           photography? Sports events? Photographing
           your model train collection?


                                HTTP://WWW.FLICKR.COM/PHOTOS/ZOOBOING/4473219605/
Travel




Can we automatically build a personalized
travel itinerary for Rio de Janeiro based on
my tastes and budget constraints based on
freely-available web content?


                                               HTTP://WWW.FLICKR.COM/PHOTOS/FELIPENEVES/5414239936/
Trust




When you read a piece of information
on the Internet, how do you know if
you can trust it?

                                                                     HTTP://TRUST.EDELMAN.COM/
                                       HTTP://WWW.FLICKR.COM/PHOTOS/MARKETINGFACTS/6758968163/
Investing




Can web chatter be a reliable
predictor of stock performance?


                                  HTTP://WWW.FLICKR.COM/PHOTOS/TRAVEL_AFICIONADO/2396819536/
Medicine




Can we use online social networks
to innovate medical treatment?



                                    HTTP://WWW.FLICKR.COM/PHOTOS/AGECOMBAHIA/6425101047/
Promotion




You want to be known as an expert
in your field. What is the path to
fame and fortune in a highly-
networked world?
                                     HTTP://WWW.FLICKR.COM/PHOTOS/TYCHAY/1752934204/
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


               HTTP://WWW.FLICKR.COM/PHOTOS/FERRET111/5973134356/
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
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


            HTTP://WWW.FLICKR.COM/PHOTOS/YOUR_WHT_KNIGHT/3301464736/
Course Outline
1. Foundations                 3. Prototyping
Introduction                   Crawling
Survey Methods / Data Mining   Text Mining
Visualization and Analysis     To be determined (TBD)
Social Mechanics               Project Update




2. Methods                     4. Refinement
Creativity and Brainstorming   TBD x3
Prototyping                    Project Presentations
Project Management             Reflection
To Be Determined
Topics in Collective Intelligence

   Predictive Analytics / Collaborative Filtering
   Analytics and Community Metrics
   Reputation Systems
   Crowdsourced Labor
   Meme-Tracking and Viral Marketing


Functional Workshops                            Other
   Design                                           Guests
   Prototyping                                      Slippage
   Research                                         ???
Class Project

                             Work in a team


                             Develop your agenda
Prototype a novel service
using the techniques and
principles from the course   Engage an experienced
                             mentor


                             Build a showpiece
Grading

Par+cipa+on&



               Collec+ve&Intelligence&
Homework&       Contribu+on&Index&       Grade&
                       (CI2)&



  Project&
Requirements


 English              Prototyping
It’s what you say,    It’s a lot of work,
not how you say it.   but it’s worth it.
Office Hours




Fridays 1:30-2:30      Time TBD
Location TBD           Or by appointment
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


                HTTP://WWW.FLICKR.COM/PHOTOS/JURVETSON/156830367/
Should I take this course?

  Is it new?



                               Is it useful?



Will it make
me smarter?


                    HTTP://WWW.FLICKR.COM/PHOTOS/STRIATIC/2144933705/
Take this Course
It’s new!
               Big Data Refere
                               nc                         es 2012



                    Big Data, Big Im
                                    p                          act
                    HTTP://WWW.WEF
                                  ORUM.ORG/REPOR
                                                TS/BIG-DATA-BIG-
                                                                 IMPACT-NEW-POS
                                                                                 SIBILITIES-INTERN
                                                                                                  ATIONAL-DEVELOPM
                                                                                                                  ENT



                Big Data: The N
                                e                         xt Frontier for C
                HTTP://WWW.MCK
                                 INSEY.COM/FEATU
                                                RES/BIG_DATA
                                                                            o                        mpetition

               The Age of Big D
               HTTP://W
                                ata
                        WW.NYTIMES.COM
                                       /2012/02/12/SUND
                                                       AY-REVIEW/BIG-D
                                                                       ATAS-IMPACT-IN-T
                                                                                        HE-WORLD.HTML



              United Nations
              HTTP://WWW.UNGL
                                                   Global Pulse
                              OBALPULSE.ORG/




              ...
Take this Course

                                         age of 140,000 to
                  s alone faces a short
“The United State                      rtise and 1.5 millio
                                                            n
                  ith analytical expe
190,000 people w                             understand and
                     s ts with the skills to
m anagers and analy                  sis of big data.”
 make decisions based on the analy
                                           SEY.COM/FEATU   RES/BIG_DATA
                          HTTP://WWW.MCKIN




                                                     It’s useful!
Take this Course




It may or may not make you
smarter ... but it will give
you a lot of new tools.

                               HTTP://WWW.FLICKR.COM/PHOTOS/BRE/552152780/
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


              HTTP://WWW.FLICKR.COM/PHOTOS/23968709@N03/6915542761/
Homework
1. Join Facebook Group

2. Post 5 stories related to
Collective Intelligence

3. For each story:
  • 1-2 sentence summary
  • How does it relate to collective
    intelligence?
Outline
Who are you? Who am I?

What is Collective Intelligence?

And Creative Research Practice?

How will the course work?

Why should you take this course?

First assignment

Feedback


             HTTP://WWW.FLICKR.COM/PHOTOS/CAROLBROWNE/2847937438/
Feedback

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Collective Intelligence Lecture 1: Introduction

  • 1. Collective Intelligence 2114.409: Creative Research Practice HTTP://WWW.FLICKR.COM/PHOTOS/BRIANSIMS/6285525384/
  • 2. Collective Intelligence Clicks,) Likes,) Updates,) Ar,cles,) Scrolls,) Links,) Reviews,) Images,) Time) Checkins) Comments) Video) Collec,ve) How can we harness the Intelligence) activities of the world’s digital citizens to build new and useful consumer services? Community)
  • 3. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/WYRMWORLD/4256386226/
  • 4. Who are you? http://j.mp/XXXX HTTP://WWW.FLICKR.COM/PHOTOS/A2GEMMA/1448178195/
  • 5. Who am I? 02 01-07 92-03 07-11 12-??
  • 7. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/SBH/3422705673/
  • 8. Collective Intelligence Clicks,) Likes,) Updates,) Ar,cles,) Scrolls,) Links,) Reviews,) Images,) Time) Checkins) Comments) Video) Collec,ve) How can we harness the Intelligence) activities of the world’s digital citizens to build new and useful consumer services? Community)
  • 9. Politics The Korean elections are coming. How does the Internet tell us more than traditional polling ever could?
  • 10. Entertainment Which upcoming movies are going to be box office successes and which will disappoint? How will critics react? HTTP://WWW.FLICKR.COM/PHOTOS/STUCKINCUSTOMS/2786154526/
  • 11. Food If I prefer red wine to white, what does that say about my tastes in cookies? Beef jerky? HTTP://WWW.FLICKR.COM/PHOTOS/WILLIA4/2504379334/
  • 12. Movements What are movements like Occupy Wall Street really trying to achieve? What memes are its opponents pushing? HTTP://WWW.FLICKR.COM/PHOTOS/GILSONROME/6247208325/
  • 13. Collaboration What are the keys to success in large, crowdsourced systems like Wikipedia? How can we apply them to other domains, such as participatory democracy? HTTP://WWW.FLICKR.COM/PHOTOS/FIDELMAN/4640722483/
  • 14. Shopping What is the best digital camera for low-light photography? Sports events? Photographing your model train collection? HTTP://WWW.FLICKR.COM/PHOTOS/ZOOBOING/4473219605/
  • 15. Travel Can we automatically build a personalized travel itinerary for Rio de Janeiro based on my tastes and budget constraints based on freely-available web content? HTTP://WWW.FLICKR.COM/PHOTOS/FELIPENEVES/5414239936/
  • 16. Trust When you read a piece of information on the Internet, how do you know if you can trust it? HTTP://TRUST.EDELMAN.COM/ HTTP://WWW.FLICKR.COM/PHOTOS/MARKETINGFACTS/6758968163/
  • 17. Investing Can web chatter be a reliable predictor of stock performance? HTTP://WWW.FLICKR.COM/PHOTOS/TRAVEL_AFICIONADO/2396819536/
  • 18. Medicine Can we use online social networks to innovate medical treatment? HTTP://WWW.FLICKR.COM/PHOTOS/AGECOMBAHIA/6425101047/
  • 19. Promotion You want to be known as an expert in your field. What is the path to fame and fortune in a highly- networked world? HTTP://WWW.FLICKR.COM/PHOTOS/TYCHAY/1752934204/
  • 20. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/FERRET111/5973134356/
  • 21. 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
  • 22. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/YOUR_WHT_KNIGHT/3301464736/
  • 23. Course Outline 1. Foundations 3. Prototyping Introduction Crawling Survey Methods / Data Mining Text Mining Visualization and Analysis To be determined (TBD) Social Mechanics Project Update 2. Methods 4. Refinement Creativity and Brainstorming TBD x3 Prototyping Project Presentations Project Management Reflection
  • 24. To Be Determined Topics in Collective Intelligence Predictive Analytics / Collaborative Filtering Analytics and Community Metrics Reputation Systems Crowdsourced Labor Meme-Tracking and Viral Marketing Functional Workshops Other Design Guests Prototyping Slippage Research ???
  • 25. Class Project Work in a team Develop your agenda Prototype a novel service using the techniques and principles from the course Engage an experienced mentor Build a showpiece
  • 26. Grading Par+cipa+on& Collec+ve&Intelligence& Homework& Contribu+on&Index& Grade& (CI2)& Project&
  • 27. Requirements English Prototyping It’s what you say, It’s a lot of work, not how you say it. but it’s worth it.
  • 28. Office Hours Fridays 1:30-2:30 Time TBD Location TBD Or by appointment
  • 29. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/JURVETSON/156830367/
  • 30. Should I take this course? Is it new? Is it useful? Will it make me smarter? HTTP://WWW.FLICKR.COM/PHOTOS/STRIATIC/2144933705/
  • 31. Take this Course It’s new! Big Data Refere nc es 2012 Big Data, Big Im p act HTTP://WWW.WEF ORUM.ORG/REPOR TS/BIG-DATA-BIG- IMPACT-NEW-POS SIBILITIES-INTERN ATIONAL-DEVELOPM ENT Big Data: The N e xt Frontier for C HTTP://WWW.MCK INSEY.COM/FEATU RES/BIG_DATA o mpetition The Age of Big D HTTP://W ata WW.NYTIMES.COM /2012/02/12/SUND AY-REVIEW/BIG-D ATAS-IMPACT-IN-T HE-WORLD.HTML United Nations HTTP://WWW.UNGL Global Pulse OBALPULSE.ORG/ ...
  • 32. Take this Course age of 140,000 to s alone faces a short “The United State rtise and 1.5 millio n ith analytical expe 190,000 people w understand and s ts with the skills to m anagers and analy sis of big data.” make decisions based on the analy SEY.COM/FEATU RES/BIG_DATA HTTP://WWW.MCKIN It’s useful!
  • 33. Take this Course It may or may not make you smarter ... but it will give you a lot of new tools. HTTP://WWW.FLICKR.COM/PHOTOS/BRE/552152780/
  • 34. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/23968709@N03/6915542761/
  • 35. Homework 1. Join Facebook Group 2. Post 5 stories related to Collective Intelligence 3. For each story: • 1-2 sentence summary • How does it relate to collective intelligence?
  • 36. Outline Who are you? Who am I? What is Collective Intelligence? And Creative Research Practice? How will the course work? Why should you take this course? First assignment Feedback HTTP://WWW.FLICKR.COM/PHOTOS/CAROLBROWNE/2847937438/