Abstract:Surfing data mining techniques for representing data sources have specifically attracted much attention among researchers. Given the curse of dimensionality in representing text using the traditional Bag-of-words models, lower-dimensional representation of text has been an important line of research due to its impact on many prediction, and recommendation tasks.
This thesis studies two main different viewpoints in text representation using content and citation information and then, different existing approac… Show more
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