From The New York Times: https://www.nytimes.com/2018/03/20/technology/facebook-cambridge-behavior-model.html
By and hGabriel J.X. Dance
March 20, 2018
Perhaps at some point in the past few years you’ve told Facebook that you like, say, Kim Kardashian West. When you hit the thumbs-up button on her page, you probably did it because you wanted to see the reality TV star’s posts in your news feed. Maybe you realized that marketers could target advertisements to you based on your interest in her.
What you probably missed is that researchers had figured out how to tie your interest in Ms. Kardashian West to certain personality traits, such as how extroverted you are (very), how conscientious (more than most) and how open-minded (only somewhat). And when your fondness for Ms. Kardashian West is combined with other interests you’ve indicated on Facebook, researchers believe their algorithms can predict the nuances of your political views with better accuracy than your loved ones.
As The New York Times reported on Saturday, that is what motivated the consulting firm Cambridge Analytica to collect data from more than 50 million Facebook users, without their consent, to build its own behavioral models to target potential voters in various political campaigns. The company has worked for a political action committee started by John R. Bolton, who served in the George W. Bush administration, as well as for President Trump’s presidential campaign in 2016. “We find your voters and move them to action,” the firm boasts on its website.
Cambridge Analytica now says it has destroyed the user data it collected on Facebook. Raw data reviewed by The Times suggests the information, or copies of it, may still exist. In either case, specific user information was merely a means to an end, a building block in a far more ambitious construction: a behavioral model powerful enough to manipulate people’s activity and, potentially, sway elections.
The firm adapted its approach to personality modeling from studies conducted by researchers at Stanford University and the Psychometrics Center at the University of Cambridge. The studies relied on data collected by a Facebook app called myPersonality, a 100-question quiz developed by the Psychometrics Center that assessed a person’s openness, conscientiousness, extroversion, agreeableness and neuroticism, traits commonly referred to in the academic community by the acronym Ocean.
Many respondents who took the quiz through the myPersonality app authorized it to gain access to their Facebook profile data, and information about their friend network — access that was allowed by the social network at the time. That allowed researchers to cross-reference the results of the quiz — numeric Ocean scores — with the users’ Facebook “likes,” and build a model from the correlations they found between the two. With that model, the researchers could often make precise guesses about subsequent users’ personalities using only a list of their likes, no 100-question quiz necessary.
One of the studies the Psychometrics Center produced, published in 2015 in the Proceedings of the National Academy of Sciences, was built on the “likes” and Ocean scores of more than 70,000 respondents who took the myPersonality quiz on Facebook. It found that a person who liked the movie “Fight Club,” for example, was far more likely to be open to new experiences than a person who liked “American Idol,” according to a review of data provided to The Times by Michal Kosinski, an author of the 2015 study and a professor of organizational behavior at Stanford.
Continue reading at: https://www.nytimes.com/2018/03/20/technology/facebook-cambridge-behavior-model.html