国产精品美女一区二区三区-国产精品美女自在线观看免费-国产精品秘麻豆果-国产精品秘麻豆免费版-国产精品秘麻豆免费版下载-国产精品秘入口

Set as Homepage - Add to Favorites

【частноефото порнография】Facebook's psychographic profiling isn't going away

Source:Global Hot Topic Analysis Editor:knowledge Time:2025-07-02 23:51:10

When Cambridge Analytica got its hands on частноефото порнографияthe interests, likes, and photos of 50 million Facebook users, they must've known they struck gold.

Psychometrics -- an over 100-year-old science dedicated to measuring emotions and other matters of the mind -- once suffered from a paucity of data. But the social network has opened pandora’s box.

SEE ALSO: Forget data. Free labor is Facebook's lifeblood

Historically, analysts were stuck with limited information when it came to psychometric information -- a lot of it came from surveys, which of course had to be consciously filled out by a subject. We now have a deluge of social media information that can give analysts a colossal archive of our "likes," language, friend networks, and history to play with.

"Psychometrics by itself is not a new field," Sharath Guntuku, a computer science researcher at the University of Pennsylvania, told Mashable. "What's new is using social media as a psychometric tool."

Guntuku uses social media information — which he gets direct consent from hospital patients to use — as part of a "pioneering mission" to measure psychological and physical well-being. But, as the Cambridge Analytica controversy shows, modern social media data can twist the technique in at best unethical, and at worst, deceitful and manipulative ways.

"There’s a huge amount of data that’s ripe for abuse," said Luke Stark, a postdoctoral fellow at Dartmouth College's Sociology Department, in an interview.

How valuable is social media data in psychographics?

"Social media can be very effective at predicting emotions," said Guntuku.

Psychometric analyses of people's social media language have proven to be quite accurate. An analysis of language alone can give researchers an accurate identification of gender 80 percent of the time, Guntuku said. Computer programs can also correctly identify someone's age within less than six years 94 percent of the time.

Language alone lets researchers predict a subject's gender 80 percent of the time

When combined with rich data about someone's feelings about provocative societal issues — like immigration, war, and gun-control — an electioneering company like Cambridge Analytica can determine whom to target with social media ads, and how. As reported by theGuardian, Politico published "sponsor-generated content" directly paid for by the Trump Campaign entitled "Clinton Corruption: Ten Inconvenient Truths about the Clinton Foundation." This interactive infographic reportedly served as one of Cambridge Analytica's most successful 2016 election ads.

Still, social media data, while plentiful, has some limitations that can make psychographic analyses challenging. That's why psychographics are predictive, and not completely certain. Analyzing social media behavior (language in posts or "likes") might easily show if someone is happy or sad, "but if you're depressed or not — it’s a more difficult question to answer," Guntuku said.

"Diagnoses aren't always accurate, even in clinical settings."

Mashable Trend Report Decode what’s viral, what’s next, and what it all means. Sign up for Mashable’s weekly Trend Report newsletter. By clicking Sign Me Up, you confirm you are 16+ and agree to our Terms of Use and Privacy Policy. Thanks for signing up!

Did Facebook's psychographic data really influence a presidential election?

Some say this Facebook data, collected in 2014, wasn't that useful in predicting the personality traits of American voters, and thus gave no real advantage to the Trump campaign in swaying voters in Donald Trump's favor. But there's little reason to accept this conclusion at this point. Revelations are still coming to light, and how exactly Cambridge Analytica violated its data-sharing agreement with Facebook isn't fully known.

"Whether or not it’s effective in changing the outcome of an election — the jury is still out," Stark said.

Mashable ImageChristopher Wylie, one of the founders of Cambridge Analytica, exposed how the marketing company used data (without consent) from millions of Facebook users. Credit: Getty Images

It may never be concretely known if the Facebook data ultimately gave the Trump campaign its razor-thin edge in the Electoral College, but at minimum, it benefited them in some way.

"You would find a way to know something," said James Roberts, who heads the Psychometric Research and Development Lab at Georgia Tech. "Whatever [Cambridge Analytica was] attempting to do, it was done better with the data than without."

What is known, however, is that psychographic profiles devised from Facebook's data can be extremely valuable. Follow the money: Facebook brought in over $40 billion dollars in revenue in 2017, over $13 billion more than the previous year. Facebook generates nearly all its income from digital ad revenue, over 85 percent of which come from mobile ads. Mark Zuckerberg's company has a keen understanding of how to sell advertising space -- and to whom.

The problem arises when this data is used outside these companies, specifically for manipulation.

For instance, Cambridge Analytica might have used Facebook data to identify sentiments of a certain voter demographic, and then modeled advertisements to play into their ideologies, or to shape their perception of reality, as the company claims it could do.

People are aware that their online behavior will be used for targeted advertisements, but no one signs up for targeted manipulation. Things get even worse when people are manipulated with propaganda or "fake news."

And once published for public consumption, those falsehoods spread like wildfire. MIT researchers recently found that false news stories are likely to be retweeted nearly twice as muchas accurate news reports.

After the Cambridge Analytica scandal, will social media data be better protected?

Due to the intense backlash over Cambridge Analytica's violations, U.S. regulators like the Federal Trade Commission (FTC) are investigating Facebook's privacy policies, and might enforce stricter data protection rules for social media companies.

"Incidents like this one will likely serve to drive adoption of additional regulation here in the United States, like the General Data Protection Regulation (GDPR) going into effect in E.U. nations two months from now," said Scott Nestler, who teaches ethics in data science and analytics at the University of Notre Dame's Mendoza College of Business, via email.

SEE ALSO: FTC confirms it’s investigating Facebook — a huge threat to the social media giant

The GDPR requires that people be given clearer ideas of what they're consenting to and that their data is anonymized in case it gets out -- as data in the digital age is wont to do.

Whatever comes of the Cambridge Analytica scandal, the results certainly won't mean an end to psychographic data being used to model our psyche -- at a minimum for sales purposes. Long before Mark Zuckerberg was born, companies employed metrics to determine what Americans want. But now, this data is more detailed and abundant than ever, and its applications are growing. It's not going away, so at a minimum, it should be better protected.

"Facebook data around personality needs to be considered as sensitive as other medical data," Stark said.


Featured Video For You

0.1654s , 9919.6640625 kb

Copyright © 2025 Powered by 【частноефото порнография】Facebook's psychographic profiling isn't going away,Global Hot Topic Analysis  

Sitemap

Top 主站蜘蛛池模板: 高潮喷浆视频在线播放 | 高级按摩xxx | www.黄色网址.com | av无码精品一区二区三区三级 | 波多野结衣hd在线播放 | 97久久久精品综 | 国产av天堂亚洲国产av麻豆 | www.中文字幕在线 | 午夜爽爽爽男女免费观看一区 | 丰满人妻精品一区二区 | 91精品成人免费国产 | 韩国视频一区 | www.亚洲综合 | AV无码国产精品午夜A片 | 91精品久久久久久久免费看 | 午夜无码在线 | 丰满人爽人妻A片二区 | 99久久国产综合精品麻豆导演 | 99国产欧美久久久精品蜜桃 | 91桃色无码国产在线观看二区 | 午夜视频国产在线观看 | 国产爆乳无码一区二区麻豆 | 午夜私人福利影院 | 99九九视频高清在线 | 二区三区好的精华液杨超越 | 国产白浆美女免费观看 | 菠萝蜜blm新区口 | AV无码高潮在线网站 | av无码天一区二区一三区 | av区在线免费看 | 91国精产品自偷自偷现象深度解析 | 99久久最新国产 | 91免费电影 | 午夜精品国产福利在线观看 | 丰满少妇a级毛片 | 国产v一区二区久久久 | 一区欧美二区 | av无码久久一区二区 | 日韩av无码一区二区三区 | 二区三区av无码蜜桃 | 波多野结衣爱爱视频 |