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To extract content information, we develop two deep learning models: a full deep learning model that predicts conversion directly and a partial deep learning model that identifies content dimensions.
Alternatively, prolonged investigation, either adult or child-initiated, nested within a curriculum framework that identifies content knowledge and which is accompanied by pedagogical knowledge, has a much greater chance of engaging children in meaningful learning and extending their knowledge.
YouTube wouldn't discuss its technical plans (or anything else beyond a press release issued Monday morning), but Alex Zubillaga, who heads up Warner's digital division, confirmed that the company plans to implement a "fingerprinting" system that automatically identifies content and matches it to a master list that Warner will help create.
The new features include a single-click restore function, the ability to create more sophisticated and password-encrypted backup profiles and an intelligent Autosync that identifies content you want to keep up to date when you connect a particular device to your PC, say an iPod or USB flash drive.
We need more transparency about how Facebook identifies content, and what it removes going forward". .
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And of course, identifying content identifies users, and identifying users identifies networks.
They aren't trying to build communities or algorithmically identify content that users will like.
The site, she said, does not pre-emptively identify content as controversial until it is reported.
The William Morris Agency will work with Reader's Digest to identify content that could be the basis for original television and radio programming.
"Unfortunately ISPs just want to block the entire site because it's less work than to identify content individually," Mr. Tandon said.
"We worked with our team at Connect to identify content partners that shared our brand ethos.
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