The news published in Guardian that make us to think how it can be true.  So we believe lets give this article to be published on our site to have relevant hit to understand how come facebook uses human minds to judge what to publish and what not to publish. It is kind biasing and may affect the trend that need to be understand with the data analysis. But as we say its in the end Company Decision. Lets read out this article.

Courtesy:  https://www.theguardian.com/technology/2016/may/13/newsfeed-saga-unmasks-the-human-face-of-facebook

On Thursday, Facebook finally admitted what many had suspected for years: its “trending topics” feature, a small box that lives on the top right of its website, is edited by journalists, relying as much on their news sense and good old-fashioned editorial guidelines as on Facebook’s own technological solutions to the problem of finding “trending” stories.

The journalists involved in curating Facebook’s trending topics feature have reportedly spent much of their two years on the job forced into silence by strict non-disclosure agreements preventing them from even revealing that they worked at the company. But a report from US technology site Gizmodo this month began a process that would eventually see the social network admit that Facebook was more than a mere platform.

The tipping point was a follow-up report, alleging that its curators “routinely suppressed conservative news”. The report, citing an anonymous ex-employee, said that the company didn’t cover trending stories that had been reported by rightwing sites, such as Breitbart or Newsmax, until a more mainstream publication, such as the New York Times or BBC, had picked them up.

Facebook denied the story, but that wasn’t enough to stop a furore engulfing the highest levels of the company. The US Senate commerce committee’s chair, John Thune, called for a congressional inquiry into the company, and Facebook’s chief executive, Mark Zuckerberg,announced plans to invite “leading conservatives” to talk with him about accusations of political bias.

On Thursday, documents obtained by the Guardian revealed that Facebook’s denial was probably justified. In a series of documents laying out the editorial standards for the trending topics section, the company dictated to its journalists how they should deal with news reports. It did indeed suggest that a story shouldn’t be marked as important if it only came from an outlet such as Newsmax, but not for political reasons. Instead, the company expressed a preference for stories from a list of 10 large, mainstream political news sites, including Fox News, the Guardian and the BBC.

“I believe that what happened with these curators is that they wanted to avoid embarrassing mistakes,” said Jay Rosen, professor of journalism at New York University. “Particularly because they had no real power at the company, they had no authority. And so they wanted to only pick reliable news.

“The easiest way to do that – not a particularly smart way – but the easiest way is to only pick things that are being published by major news organisations. In an environment like that, a story that is only circulating on rightwing blogs and conservative news sites may in fact be left out for reasons of bureaucracy more than bias.”

The introduction of human hands in the selection of trending topics dates back to the summer of 2014, when two different stories were taking social media by storm. On Facebook, the Ice Bucket Challenge was taking over newsfeeds, proving the perfect type of content to ride to viral success, but on Twitter, a platform barely mediated at all, the Black Lives Matter protests were dominating the reaction to the shooting of teenager Michael Brown in Ferguson.

Some worried that algorithmically curated newsfeeds could never fully capture important breaking news events, and it seems Facebook was convinced: the curation team was set up, and guidelines put in place that allowed it to override the algorithm if enough major publications were reporting a story.

Shortly after the Guardian published Facebook’s guidelines, the company itself released a later version of them, and Justin Osofsky, its vice-president of global operations, said: “The guidelines demonstrate that we have a series of checks and balances in place to help surface the most important popular stories, regardless of where they fall on the ideological spectrum.”

While the publication of the company’s editorial guidelines may serve to dampen the fire being kindled in the conservative blogosphere, in the long run it could open Facebook up to deeper criticism. Rosen said: “Facebook is a company with an editorial role, editorial power, but no editorial culture or leadership. You can’t call the editor-in-chief of Facebook and ask them what’s going on, because there is no editor-in-chief. There is no ombudsman.”

And while Facebook has opened up about how it puts together its trending topics, the company remains taciturn about its main newsfeed, the feature that algorithmically pulls together a selection of posts to present to each individual user. Those algorithms are, however, still designed by humans.

The lack of any editorial ombudsman, Rosen argues, means that “they don’t have any way to answer questions about the priorities that go into newsfeeds. They occasionally release information about it: occasionally they’ll put little updates on the blog … But there’s no systematic way for them to reveal what their editorial judgment is, because they’re not at the point where they can really say to themselves: ‘We make editorial judgments.’”