Wikipedia is fixing one of the Internet’s biggest flaws

Wikipedia is fixing one of the Internet’s biggest flaws
By Jeff Guo
Oct 25 2016

The Internet is dotted with cesspools, also known as comments sections. Consider, for instance, the Facebook chatter surrounding a recent New York Times article about Donald Trump:

“Of course the general election has been rigged in favor of that lying-cow Hillary and against Trump,” one person wrote.

“She is a treacherous, lying, murderous woman that could care less of our rights and our constitution,” another added.

“NYT A TRASH TAG, not one scintilla of truth not any journalistic integrity this trash papet,” someone else said. (That comment got two likes.)

We might once have dreamed that the miracle of cheap, instant communication would knit society together. The reality has been closer to the opposite.

Thanks to the Web, we are able to cocoon ourselves among like-minded people and like-minded facts. Instead of finding common ground, we shout across the ideological divide — and in nastiest ways possible, because the distance of online discourse dissociates us from the consequences of our own speech.

It’s downright startling, then, to observe what happens behind the scenes at Wikipedia. Go to any article and visit the “talk” tab. More often than not, you’ll find a somewhat orderly debate, even on contentious topics like Hillary Clinton’s e-mails or Donald Trump’s sexual abuse allegations.

Wikipedia is hardly perfect — it’s known for its pedantry, sexism, and epic edit wars. But somehow, despite of all the forces dragging it toward chaos, the site has managed to carve out a space on the Internet where people can have mostly sane, mostly productive conversations that mostly converge to a version of the truth.

Recent research from Harvard Business School suggests that Wikipedia has become increasingly balanced in the course of its 15-year history. An analysis of political articles shows that the site was once heavily biased toward the left, but has steadily drifted toward the center, to the point that many entries are now about as neutral as their counterparts in the Encyclopedia Britannica.

What’s even more interesting is that Wikipedia seems to exert a moderating influence on its contributors. Many places on the Internet exist to inflame partisan tendencies; but it appears that working on Wikipedia might actually de-radicalize people.

In a draft paper published last week, Shane Greenstein and his colleagues Feng Zhu and Yuan Gu found that over the years, individuals who edit political articles on Wikipedia seem to grow less biased — their contributions start to contain noticeably fewer ideologically-charged statements.

“We thought this was quite striking,” said Greenstein, a professor at Harvard Business School. “The most slanted Wikipedia editors tend to become more moderate over time.”

The Harvard researchers adapted a measure of partisanship developed by economists Matthew Gentzkow and Jesse Shapiro, who analyzed the speech patterns of people in Congress to identify particularly conservative or liberal phrases. Some of the distinctive phrases favored by Republicans included “illegal aliens,” “death tax,” and “border security.” Democrats, on the other hand, were fond of phrases like “poor people,” “tax breaks,” and “change the rules.”

By looking for these kinds of partisan idioms in Wikipedia articles, the Harvard researchers could determine whether the text sounded more like the product of a Republican or a Democrat. They were also able to document how the articles evolved over time.

This chart, for instance, shows how the Wikipedia page on Afghanistan shifted in tone during 2006. The article started out right-leaning, but became left-leaning after a series of edits that removed sentences describing the country as being full of “turbans and terrorists,” and added a discussion of the nation’s political future. Then, in the subsequent months, the article slowly reverted back to a neutral point of view.


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