PROBABILISTIC TOPIC MODELING AND ITS VARIANTS – A SURVEY
Padmaja Ch V R · International Journal of Advanced Research in Computer Science · 2018
– Topic modeling is one of the fast-growing research areas as there is a huge increase in internet users. These users are the main source of large volumes of electronic data in terms of documents, tweets, or messages and so on. Collecting, organizing, storing and retrieving the data in text format is becoming more and more typical. The topic model is one research area which focuses on classifying the textual data into groups. In this study, we are presenting a survey on the advanced algorithms that are used in topic modeling. The main purpose of this survey is to provide a brief overview of the current topic models that motivate the budding researchers to select the best suitable algorithm for their work.