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Overall, a qualitative content review of the flagged items/texts by three reviewers did not find any evidence that these flagged items/texts exhibited potential bias towards the test taker groups.
There's a content review team which is a growing part of Vine, that reviews that content every day to try and make it a very safe environment".
But people in the outsourcing industry say tech giants like Microsoft, Yahoo and MySpace, a division of the News Corporation, all outsource some amount of content review.
"You have 20-year-old kids who get hired to do content review, and who get excited because they think they are going to see adult porn," said Hemanshu Nigam, the former chief security officer at MySpace.
"We take online image and content review off your plate.
Many people have found that a style and content review of a CV is a good thing.
The 'Polygnosis' evaluation suggested that after thorough content review, the platform can successfully deliver rich learning content.
She also said Facebook is investing in technology to improve its content review process, including looking at how it can do more to automate content review — although it's currently mostly using automation to assist human content reviewers.
The latter phrase is now a very familiar refrain from Facebook where content review and moderation is concerned.
By the end of the year over 700 people will be working on content review for Facebook in Berlin.
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The cost-effectiveness of mobile phones complements the accessibility of the Internet as an interview and content-review tool, as they are widely available for data collection (Kovesi, 2010).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com