Hello, I am Nushrat Jahan Ria
A Ph.D. student, researcher, and graduate assistant in the Division of Computer Science and Engineering at Louisiana State University (LSU). My research focuses on designing and developing decision-support systems to tackle complex socio-technical problems and enhance data-driven decision-making, including Human-Computer Interaction (HCI), Applied Machine Learning, Computer Vision, and Information Visualization. I have published multiple papers in IEEE Xplorer, Springer, and Scopus-indexed conferences and journals, contributing to machine learning, NLP, and computer vision research. Driven by innovation and inclusivity, my mission is to advance HCI, applied machine learning, and computer vision while inspiring the next generation of programmers and researchers.
News
- [Feb'25] Our paper has been accepted to be published in the Extended Abstracts of the 2025 Conference on Human Factors in Computing Systems.
- [Jan'24] Started working as a Graduate assistant at Louisiana State University (LSU).
- [Jan'24] Joined Louisiana State University (LSU) as a PhD student.
Featured Projects
Synoptic
A personalized system that can create multimodal video review summaries.
Early EDA
Exploring different types of interaction while working with early step exploratory data analysis.
TBA
Will be shared soon.
Featured Publications
2025
Synoptic: Query-Driven Multimodal Product Review Summarization System
Nushrat Jahan Ria, Mahmood Jasim
In Extended Abstracts of the 2025 Conference on Human Factors in Computing Systems
2023
Machine Learning Technique Based Fake News Detection
BK Sundaram, M Znoon, Nushrat Jahan Ria, SH Noori
AIP Conference Proceedings 2938, 2nd Online International Conference on Artificial Intelligence and Sustainable Computing for Smart Cities
Comparative Evaluation of Transfer Learning for Classification of Brain Tumor Using MRI
AM Masum, S Badhon, SSH Badhon, Nushrat Jahan Ria, S Asique, AM Syed
2023 International Conference on Machine Learning and Applications (ICMLA)
Satellite Imageries for Detection of Bangladesh’s Rural and Urban Areas Using YOLOv5 and CNN
Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani
Journal of Mobile Information System
Index: Hindawi (Accepted)
2022
Survey-based Machine Learning Approaches to Diagnosis of Hair Fall Disorder in Bangladeshi Community
Farhana Khatun, Moshfiqur Rahman Ajmain, Sharun Akter Khushbu, Nushrat Jahan Ria, Sheak Rashed Haider Noori
13th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
HYBRID-CNN: For Identification of Rohu Fish Disease
Md Abdullah Al Noman, Md Shakil Hossen, Mirajul Islam, Jannatul Ferdous Ani, Nushrat Jahan Ria, Aniruddha Rakshit
13th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
3a comparative study on sentiment analysis for bengali language based on lstm in f-commerce
Mahafozur Rahman, Md Faysal Wahid, Md Ariful Islam, Nushrat Jahan Ria, Sheak Rashed Haider Noori
13th International Conference on Computing Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
Enhancing Sentiment Analysis using Machine Learning Predictive Models to Analyze Social Media Reviews on Junk Food
Moshfiqur Rahman Ajmain, Mst Farhana Khatun, Sheikh Sadi Bandan, Arifur Rahman Rejuan, Nushrat Jahan Ria, Sheak Rashed Haider Noori
13th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
2021
Transformer Based Bengali Chatbot using General Knowledge Dataset
Abu Kaisar Mohammad Masum, Sheikh Abujar, Sharmin Akter, Nushrat Jahan Ria, Syed Akhter Hossain
ICMLA 2021: 20th IEEE International Conference on Machine Learning and Applications, Pasadena, California, USA
(Scopus Indexed)
NPABT: Naming Pattern Analysis of Bengali Text to Detect Various Community Using Machine Learning Approach
Nushrat Jahan Ria, Jannatul Ferdous Ani, Mirajul Islam, Abu Kaisar Mohammad Masum, Sheikh Abujar
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
Estimating Gender Based on Bengali Conventional Full Name with Various Machine Learning Techniques
Jannatul Ferdous Ani, Mirajul Islam, Nushrat Jahan Ria, Sharmin Akter, Abu Kaisar Mohammad Masum, Sharmin Akter
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
Symptoms analysis based chronic obstructive pulmonary disease prediction in Bangladesh using machine learning approach
Mridul Das Joshe, Nazmul Hassan Emon, Mirajul Islam, Nushrat Jahan Ria, Abu Kaisar Mohammad Masum, Sheikh Rashed Haider Noori
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
Standardization of rainfall prediction in bangladesh using machine learning approach
Nushrat Jahan Ria, Jannatul Ferdous Ani, Mirajul Islam, Abu Kaisar Mohammad Masum
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
State of art research in edible and poisonous mushroom recognition
Nushrat Jahan Ria, SM Saiful Islam Badhon, Sharun Akter Khushbu, Sharmin Akter, Syed Akhter Hossain
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
Performance comparison of multiple supervised learning algorithms for Youtube exaggerated Bangla titles classification
Mirajul Islam, Nushrat Jahan Ria, Abu Kaisar Mohammad Masum, Jannatul Ferdous Ani
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
A process of finding common symptoms and diagnosis age among pcos patients through a survey
Sumiya Islam, Nusrat Nabi, Sharun Akter Khushbu, Nushrat Jahan Ria, Abu Kaisar Mohammad Masum
12th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
2020
Deep Learning Based Classification System for Recognizing Local Spinach
Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain
International Conference on Recent Trends in Advanced Computing - ICDLAIR-2020, University of Salerno, Italy
Published on: IEEE Xplorer (Scopus Indexed)
Toward an Enhanced Bengali Text Classification Using Saint and Common Form
Nushrat Jahan Ria, Sharun Akter Khushbu, Mohammad Abu Yousuf, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain
11th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
Published on: IEEE Xplorer (Scopus Indexed)
Contact
Reach out to me through njria99@gmail.com
Connect with Me