Sanuj Kumar

FoTo: Targeted Visual Topic Modeling for Focused Analysis of Short Texts

Given a corpus of documents, focused analysis aims to find topics relevant to aspects that a user is interested in. The aspects are often expressed by a set of keywords provided by the user. Short texts such as microblogs and tweets pose several challenges to this task because the sparsity of word c…