Facebook ‘Likes’ Used to Predict Personality Traits, Social Preferences

執筆者
Brian Prince
Brian Prince
Published: Mar 15, 2013
Updated: Feb 2, 2021
3 minute read
Facebook ‘Likes’ Used to Predict Personality Traits, Social Preferences
eWeek のコンテンツおよび製品のおすすめは、編集上の独立性を保っています。パートナーへのリンクをクリックすると、当社が報酬を得る場合があります。 詳細を見る

Researchers at the University of Cambridge in the United Kingdom released a study March 11 that shows just how much the ‘Likes’ of Facebook users can be used to accurately determine their race, age, IQ, sexual preferences and personality.

In collaboration with researchers with Microsoft Research Cambridge, researchers at the university’s Psychometrics Centre analyzed more than 58,000 Facebook users in the United States who volunteered their Likes, demographic profiles and their psychometric testing results from a Facebook application called myPersonality.

The users opted in to providing data and gave consent to the researchers to record their profile information for analysis. Their Facebook Likes were put into algorithms and then corroborated with data from profiles and personality tests, according to the researchers.

Through the project, the researchers were able to create statistical models that can be used to predict personal details using just Facebook Likes. The models were 88 percent correct in regards to predicting male sexuality, 95 percent accurate in distinguishing African-American from Caucasian American and 85 percent accurate in determining whether the person was Republican or Democrat. The models also correctly determined whether a person was Christian or Muslim in 82 percent of the cases.

The researchers also discovered they could use Likes to predict a user’s relationship status 65 percent of the time, as well as if they had a substance abuse problem 73 percent of the time.

“I am a great fan and active user of new amazing technologies, including Facebook,” Michal Kosinski, operations director at the Psychometric Centre, said in a statement. “I appreciate automated book recommendations or Facebook selecting the most relevant stories for my newsfeed. However, I can imagine situations in which the same data and technology is used to predict political views or sexual orientation, posing threats to freedom or even life.”

“Just the possibility of this happening could deter people from using digital technologies and diminish trust between individuals and institutions—hampering technological and economic progress,” Kosinski said. “Users need to be provided with transparency and control over their information.”

In a statement provided to ABC News, Facebook said that the prediction of personal characteristics based on publicly accessible data is “hardly surprising.”

“No matter the vehicle for information—a bumper sticker, yard sign, logos on clothing, or other data found online—it has already been proven that it is possible for social scientists to draw conclusions about personal attributes based on these characteristics,” according to Facebook.

Advertisement

Just recently, researchers at Carnegie Mellon University released a report that Facebook users have simultaneously sought to make their information private even as they share more information about themselves than ever. In their report, the researchers analyzed 5,076 Facebook accounts affiliated with the university between 2005 and 2011.

Their research revealed three trends: one, Facebook users have progressively decreased the amount of information they share and made available to people outside their networks; two, Facebook “arrested or in some cases inverted that trend” towards the end of the observation period; and three, Facebook made changes to its default settings and interface that caused the amount of information users revealed to their Facebook ‘friends’ – as well as third-party applications and indirect advertisers – increased over time.

“While people try to take control of their personal information, the network keeps changing, affecting their decisions and changing their privacy outcomes,” said CMU Associate Professor of Information Technology and Public Policy Alessandro Acquisti, who co-authored the study, in a statement.

Brian Prince

Brian Prince

Content Writer
eWeek Logo

eWeek has the latest technology news and analysis, buying guides, and product reviews for IT professionals and technology buyers. The site's focus is on innovative solutions and covering in-depth technical content. eWeek stays on the cutting edge of technology news and IT trends through interviews and expert analysis. Gain insight from top innovators and thought leaders in the fields of IT, business, enterprise software, startups, and more.

TechnologyAdvice が所有・運営しています。 © 2026 TechnologyAdvice. 無断転載を禁じます

広告主に関する開示:このサイトに掲載されている製品の一部は、TechnologyAdvice が報酬を受け取っている企業のものです。この報酬は、製品がこのサイトのどこにどのように表示されるか(表示される順序など)に影響する場合があります。TechnologyAdvice は、市場で入手可能なすべての企業やすべての種類の製品を掲載しているわけではありません。