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Algorithm Writes People's Life Histories Using Twitter
Twitter allows anyone to describe their life in unprecedented detail. Many accounts provide an ongoing commentary of an individual’s interests, activities and opinions. So it’s not hard to imagine that it’s possible to reconstruct a person’s life history by analysing their Twitter stream. But doing this automatically is trickier than it sounds. Today, Jiwei Li at Carnegie Mellon University in Pittsburgh and Claire Cardie at Cornell University in Ithaca say they’ve developed an algorithm that does this. The key behind this work is a technique for separating the wheat from the chaff in any twitter stream. A tweet about starting a new job would be a good example. Equally, tweets about other non-personal events fall into a similar two categories–time specific and time general. The problem that Li and Cardie have solved is to find a way of automaticallydistinguishing tweets in the first category from the others. At least, that’s the theory. But it is by no means perfect.
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Clean interface, easy to use. Simply adjust with the wysywyg editors and download the code. by jjsanto Sep 25