human emotion: the final frontier for digital measurement

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HUMAN EMOTION: THE FINAL FRONTIER FOR DIGITAL MEASUREMENT Clark Boyd VP Strategy, Croud

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Page 1: Human emotion:  the final frontier for digital measurement

HUMAN EMOTION: THE FINAL FRONTIER FOR DIGITAL

MEASUREMENT

Clark BoydVP Strategy, Croud

Page 2: Human emotion:  the final frontier for digital measurement

“THE GREATER PART OF OUR DAILY ACTIONS ARE THE RESULT OF HIDDEN

MOTIVES WHICH ESCAPE OUR OBSERVATION.”

Gustave Le Bon, Psychology of Crowds

BACK TO BASICS: IMPULSES, HABITS, EMOTIONS

Page 3: Human emotion:  the final frontier for digital measurement

TOO MUCH INFORMATION, NOT ENOUGH MEANING

EMOTIONS DRIVE CONSUMERS BUT WE REPORT ON ACTIONS

Page 4: Human emotion:  the final frontier for digital measurement

WE ARE STILL SOME WAY OFF BRIDGING THIS GAP

Page 5: Human emotion:  the final frontier for digital measurement

“IF YOU WANT TO KNOW WHAT PEOPLE ARE THINKING, ASK THEM”

Nicholas Epley, Mindwise

Page 6: Human emotion:  the final frontier for digital measurement

UNLESS THEY ARE LYING...

Page 7: Human emotion:  the final frontier for digital measurement

SEARCH INTEREST W/O SEPTEMBER 9TH

Page 8: Human emotion:  the final frontier for digital measurement

SEARCH INTEREST: NOVEMBER 5TH

Page 9: Human emotion:  the final frontier for digital measurement

SEARCH INTEREST: ELECTION DAY

Page 10: Human emotion:  the final frontier for digital measurement

SO WHAT IF WE DIDN’T EVEN HAVE TO ASK?

Page 11: Human emotion:  the final frontier for digital measurement
Page 12: Human emotion:  the final frontier for digital measurement

APPLYING THIS PRINCIPLE TO SEARCH

“An example of a messier reinforcement learning problem is perhaps trying to use it in what search results should I show. There’s a much broader set of search results I can show in response to different queries, and the reward signal is a little noisy.

Like if a user looks at a search result and likes it or doesn’t like it, that’s not that obvious.”

Jeff Dean, Fortune Magazine

Page 13: Human emotion:  the final frontier for digital measurement

THE SOLUTION?

• Body temperature• Pupil dilation• Eye twitching• Facial flushing• Decreased blink rate• Increased heart rate

METRICS WILL INCLUDE:

Page 14: Human emotion:  the final frontier for digital measurement

CONSTANT MEASUREMENT MEANS CONSTANT FEEDBACK

And constant feedback means constant improvement

Page 15: Human emotion:  the final frontier for digital measurement

AN EXAMPLE: SEQUENTIAL ADVERTISING - CREDIT CARDS

Page 16: Human emotion:  the final frontier for digital measurement

WHAT IF WE COULD MEASURE THE MOTIVES WHICH ESCAPE OBSERVATION?