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AUGMENTED ALGORITHMS WITH HUMAN INPUT from Structure:Data 2013
 

AUGMENTED ALGORITHMS WITH HUMAN INPUT from Structure:Data 2013

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Presentation from Eric Berlow, Vibrant Data Labs

Presentation from Eric Berlow, Vibrant Data Labs
#dataconf
More at http://event.gigaom.com/structuredata/

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    AUGMENTED ALGORITHMS WITH HUMAN INPUT from Structure:Data 2013 AUGMENTED ALGORITHMS WITH HUMAN INPUT from Structure:Data 2013 Presentation Transcript

    • ALGORITHMS HUMANS
    • “AUGMENTED INTELLIGENCE”ALGORITHMS HUMANS
    • “AUGMENTED INTELLIGENCE”ALGORITHMS HUMANS MACHINE LEARNING
    •  PERSONAL  IMPROVEMENT    PERSONAL  HEALTH    PERSONAL  FINANCE    PERSONAL  STORIES    SEX  SCANDALS    
    • WHAT’S TRENDING NOW?
    • VOICE OF AMERICA
    • #BIGBIRD #BINDERSFULLOFWOMEN
    • “AUGMENTED INTELLIGENCE”ALGORITHMS HUMANS MACHINE LEARNING
    • “AUGMENTED MYOPIA”ALGORITHMS HUMANS DUMB LEARNING
    • “AUGMENTED HUMANITY”ALGORITHMS HUMANS
    • “AUGMENTED HUMANITY”ALGORITHMS HUMANS HUMAN EXPERTISE
    • “AUGMENTED HUMANITY” CREATIVITY INTUITIONALGORITHMS CAUSALITY HUMANS NUANCE CONTEXT HUMAN EXPERTISE
    • HOW CAN WE HARNESS & AMPLIFY OUR COLLECTIVE CREATIVITYTO SOLVE THE WORLD’S BIGGEST PROBLEMS?
    • CROWD  WORK  INPUT:     EASY   HARD   Galaxy  Zoo   FOLDIT,  ETERNA   OUTPUT:     Photocity   IWIRE,  QUIRKY   >  SUM  OF  PARTS   Picbreeder   CROWDFORGE   Manatee   CLIMATE  COLAB   SOYLENT     RECAPTCHA   WIKIPEDIA   =  SUM  OF  PARTS   CROWDFUNDING     USHAHIDI       FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  
    • CROWD  WORK  INPUT:     EASY   HARD   Galaxy  Zoo   FOLDIT,  ETERNA   OUTPUT:     Photocity   IWIRE,  QUIRKY   >  SUM  OF  PARTS   Picbreeder   CROWDFORGE   Manatee   CLIMATE  COLAB       CROWDFUNDING   WIKIPEDIA   =  SUM  OF  PARTS   RECAPTCHA         FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  
    • CROWD  WORK  INPUT:     EASY   HARD     FOLDIT,  ETERNA   OUTPUT:     Photocity   IWIRE,  QUIRKY   >  SUM  OF  PARTS   Ushahidi   CROWDFORGE     CLIMATE  COLAB       CROWDFUNDING   WIKIPEDIA   =  SUM  OF  PARTS   RECAPTCHA   EYEWIRE       FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  
    • CROWD  WORK  INPUT:     EASY   HARD     FOLDIT,  ETERNA   OUTPUT:     Photocity   IWIRE,  QUIRKY   >  SUM  OF  PARTS   Ushahidi   CROWDFORGE     CLIMATE  COLAB       CROWDFUNDING   WIKIPEDIA   =  SUM  OF  PARTS   RECAPTCHA   EYEWIRE       FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  
    • CROWD  WORK  INPUT:     EASY   HARD       OUTPUT:     Photocity   CROWDFORGE   >  SUM  OF  PARTS   Ushahidi   FOLDIT           CROWDFUNDING   WIKIPEDIA   =  SUM  OF  PARTS   RECAPTCHA   EYEWIRE       FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  
    • INPUT:     EASY   HARD       OUTPUT:     Photocity   CROWDFORGE   >  SUM  OF  PARTS   Ushahidi   FOLDIT           CROWDFUNDING   WIKIPEDIA   =  SUM  OF  PARTS   RECAPTCHA   EYEWIRE       FROM:  YU,  NICKERSON,  &  SAKAMOTO  2012  PROCEEDINGS  OF  COLLECTIVE  INTELLIGENCE  
    • CREATIVE PROCESS
    • PROBLEM DEFINITION IDEA GENERATION IDEA EVALUATION
    • PROBLEM DEFINITION IDEA GENERATION IDEA EVALUATION
    • PROBLEM DEFINITION IDEA GENERATION ENTREPRENEURSHIP IDEA EVALUATION
    • PERSONAL DATA
    • philip burke
    • CITIZEN JOURNALISTpostnoon.com
    • HOW CAN WEDEMOCRATIZE DATA?
    • HOW CAN WE SPARKA NEW PERSONAL DATA ECONOMY?
    • #WETHEDATA.ORG BRAINVISE AND INTEL LABS RESEARCH COLLABORATION HOW CAN WE SPARK A NEW PERSONAL DATA ECONOMY?
    • HIGHER GOALSVALUE DERIVED ACTION &COLLABORATION ANALYSIS ACCESS & CIRCULATION ORGANIZATION CREATION
    • TOOLS  TO  ANONYMIZE   PERSONAL  DATA   AMOUNT  OF  DATA   VOLUNTARILY  SHARED   COLLABORATIVE LINK MAPPING: VIBRANT DATA LABS & BRAINVISE NETWORK VISUALIZATION TOOL: QUID
    • COLLABORATIVE LINK MAPPING: VIBRANT DATA LABS & BRAINVISE NETWORK VISUALIZATION TOOL: QUID
    • LINK  ASYMMETRY  
    • LINK  ASYMMETRY  
    • STRENGTH  ASYMMETRY  LINK  ASYMMETRY  
    • STRENGTH  ASYMMETRY  LINK  ASYMMETRY  
    • STRENGTH  ASYMMETRY  LINK  ASYMMETRY  
    • TOOLS  TO  ANONYMIZE   PERSONAL  DATA  STRENGTH  ASYMMETRY   ABILITY  TO  CATALYZE   COMMUNITY  ENGAGEMENT   AMOUNT  OF  DATA   VOLUNTARILY  SHARED   LINK  ASYMMETRY  
    • STRENGTH  ASYMMETRY  LINK  ASYMMETRY  
    • STRENGTH  ASYMMETRY  LINK  ASYMMETRY  
    • DIGITAL  ACCESS  
    • DIGITAL  ACCESS  DIGITAL  TRUST  
    • DATA  LITERACY   DIGITAL  ACCESS  DIGITAL  TRUST  
    • PLATFORM  OPENNESS   DATA  LITERACY   DIGITAL  ACCESS   DIGITAL  TRUST  
    • PLATFORM  OPENNESS   DATA  LITERACY   DIGITAL  ACCESS   DIGITAL  TRUST  
    • HOW CAN WE SPARKA NEW PERSONAL DATA ECONOMY?
    • HOW CAN WE SPARKA NEW PERSONAL DATA ECONOMY?
    • OPENNESS   LITERACY   ACCESS   TRUST  
    • PROBLEM DEFINITION IDEA GENERATION ENTREPRENEURSHIP IDEA EVALUATION
    • ALGORITHMS HUMANS
    • SMARTER INVESTING TOOLS  TO  ANONYMIZE   PERSONAL  DATA   ABILITY  TO  CATALYZE   COMMUNITY  ENGAGEMENT   AMOUNT  OF  DATA   VOLUNTARILY  SHARED  
    • SMARTER CITIZENS DADU SHIN New York Times, October 2012 Steven Sloman & Phil Fernbach
    • PALESTINIAN-ISRAELI DEMOCRATIZING ENERGY, FOOD, CONFLICT DATA & WATER SECURITY
    • IS THIS MAKING US... ...BETTER THAN THE SUM OF OUR PARTS? ALGORITHMS HUMANS ...A MORE COLLECTIVELY CREATIVE SOCIETY?