Research Area:  Machine Learning
Today, we are living in the digital world. Much information is available on the internet about| every topic. But merely the availability of information is not enough. There is a need for automated tools that can extract hidden patterns or topics from a large number of files or data. Topic modeling is one tool available in data mining that plays a significant role in finding those unknown topics. The paper’s objective is to study the importance of topic modeling and discuss the various works done in this field. The author concludes the various fields where more work is required.
Keywords:  
Topic Modeling
Latent Semantic Analysis(LSA)
Latent Dirichlet Allocation (LDA)
Legal Documents
Machine Learning
Author(s) Name:   Isha Gupta; Indranath Chatterjee; Neha Gupta
Journal name:  
Conferrence name:  2022 Second International Conference on Artificial Intelligence and Smart Energy (ICAIS)
Publisher name:  IEEE
DOI:  10.1109/ICAIS53314.2022.9742848
Volume Information:  
Paper Link:   https://ieeexplore.ieee.org/abstract/document/9742848