How hot will it get? Modeling scientific discourse about literature

نویسنده

  • Natalie Telis
چکیده

Many metrics exist to provide heuristics for quality of scientific literature, some of which are determined before publication, such as impact factor of journal, or a liations of authors. Others, like citation count, are not. None of these metrics take into account the amount of scientific discourse generated by an article. I aim to create a classifier that does. In particular, in the wake of the rise of social media, more and more scientific discourse has taken place in public, through blogging, facebook posts, and even tweets about papers. Can we predict how much discourse a paper will generate?

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تاریخ انتشار 2014