Sumaiya Sultana

Work place: Department of Computer Science, American International University Bangladesh, Dhaka, 1229, Bangladesh



Research Interests: Computational Learning Theory, Natural Language Processing, Programming Language Theory


Sumaiya Sultana is a fresh graduate from American International University with a major in Computer Science and Engineering. She is strongly captivated to continue research and open to work in any area of Machine Learning especially Natural Language Processing and Reinforcement Learning. Besides this, Big Data and Sentiment Analysis are also the realm of her interest. She can be communicated in

Author Articles
A Comparison of Opinion Mining Algorithms by Using Product Review Data

By Sumaiya Sultana Sumaiya Rahman Eva Nayeem Hasan Moon Akinul Islam Jony Dip Nandi

DOI:, Pub. Date: 8 Aug. 2022

After release of Web 2.0 in 2004 user spawned contents on the internet eminently in abundant review sites, online forums, online blogs, and many other sites. Entire user generated contents are considerable bunches of unorganized text written in different languages that encompass user emotions about one or more entities. Mainly predictive analysis exerts the existing data to forecast future outcomes. Currently, a massive amount of researches are being engrossed in the area of opinion mining, also called sentiment analysis, opinion extraction, review analysis, subjective analysis, emotion analysis, and mood extraction. It can be an utmost choice whilst perceiving the meaning and patterns in prevailing data. Most of the time, there are various algorithms available to work with polling. There are contradictory opinions among researchers regarding the effectiveness of algorithms. We have compared different opinion mining algorithms and presented the findings in this paper.

[...] Read more.
Other Articles