human emotion: the final frontier for digital measurement
TRANSCRIPT
HUMAN EMOTION: THE FINAL FRONTIER FOR DIGITAL
MEASUREMENT
Clark BoydVP Strategy, Croud
“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
TOO MUCH INFORMATION, NOT ENOUGH MEANING
EMOTIONS DRIVE CONSUMERS BUT WE REPORT ON ACTIONS
WE ARE STILL SOME WAY OFF BRIDGING THIS GAP
“IF YOU WANT TO KNOW WHAT PEOPLE ARE THINKING, ASK THEM”
Nicholas Epley, Mindwise
UNLESS THEY ARE LYING...
SEARCH INTEREST W/O SEPTEMBER 9TH
SEARCH INTEREST: NOVEMBER 5TH
SEARCH INTEREST: ELECTION DAY
SO WHAT IF WE DIDN’T EVEN HAVE TO ASK?
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
THE SOLUTION?
• Body temperature• Pupil dilation• Eye twitching• Facial flushing• Decreased blink rate• Increased heart rate
METRICS WILL INCLUDE:
CONSTANT MEASUREMENT MEANS CONSTANT FEEDBACK
And constant feedback means constant improvement
AN EXAMPLE: SEQUENTIAL ADVERTISING - CREDIT CARDS
WHAT IF WE COULD MEASURE THE MOTIVES WHICH ESCAPE OBSERVATION?