Topic models and advanced algorithms for profiling of knowledge in scientific papers
Vladisav Jelisavčić, Bojan Furlan, Jelica Z. Protic, Veljko M. Milutinović · 2012
Survey of probabilistc topic models is presented with emphasis on fundamentally different approaches used in modeling. Introduced classification differs from earlier efforts, providing a complementary view of the field. Purpose of this survey is to provide a brief overview of the current probailistic topic models as well as an inspiration for future research.