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With the popularity of social media, including micro-blog, mining effective information in short texts has become an increasingly important issue. However, due to the sparseness, high dimensionality and large amount of data, mining this information is a very challenging task. In this paper, we propose a method to extend the Dirichlet multinomial mixture (DMM) topic model by combining the user-LDA ...

ULW-DMM: An Effective Topic Modeling Method for Microblog Short Text