Works (9)
Updated: November 14th, 2024 20:25
2024 article
Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models
PROCEEDINGS OF THE 55TH ACM TECHNICAL SYMPOSIUM ON COMPUTER SCIENCE EDUCATION, SIGCSE 2024, VOL. 1, pp. 526–532.
author keywords: ChatGPT; large language model; artificial intelligence; introductory programming course; CS1; cheat detection; plagiarism detection
TL;DR:
This work evaluated the performance of both traditional machine learning models and Abstract Syntax Tree-based (AST-based) deep learning models in detecting ChatGPT code from student code submissions, and suggested that both traditional machine learning models and AST-based deep learning models are effective in identifying ChatGPT-generated code with accuracy above 90%.
(via Semantic Scholar)
open access via dl.acm.org (publisher PDF)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 8, 2024
2024 conference paper
Towards Attention-Based Automatic Misconception Identification in Introductory Programming Courses
Hoq, M., Vandenberg, J., Mott, B., Lester, J., Norouzi, N., & Akram, B. (2024, March 14).
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: August 15, 2024
2024 conference paper
Use of Large Language Models for Extracting Knowledge Components in CS1 Programming Exercises
Niousha, R., Hoq, M., Akram, B., & Norouzi, N. (2024, March 14).
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: August 15, 2024
2023 conference paper
Analysis of an Explainable Student Performance Prediction Model in an Introductory Programming Course
16th International Conference on Educational Data Mining, 2023.
Source: ORCID
Added: August 15, 2024
2023 article
SANN: Programming Code Representation Using Attention Neural Network with Optimized Subtree Extraction
PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023, pp. 783–792.
author keywords: program analysis; code representation; static analysis; algorithm detection; program correctness prediction
TL;DR:
The results indicate the effectiveness of the SANN model in capturing important syntactic and semantic information from students' code, allowing the construction of accurate student models, which serve as the foundation for generating adaptive instructional support such as individualized hints and feedback.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science; OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 25, 2024
2021 chapter
Sentiment Analysis of Bangla Language Using Deep Learning Approaches
In Communications in Computer and Information Science (pp. 140–151).
Source: ORCID
Added: August 15, 2024
2021 journal article
Vocal Feature Extraction-Based Artificial Intelligent Model for Parkinson’s Disease Detection
Diagnostics, 11(6), 1076.
Source: ORCID
Added: August 15, 2024
2020 journal article
Artificial Neural Network Model for Hepatitis C Stage Detection
EDU Journal of Computer and Electrical Engineering, 1(1), 11–16.
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Source: ORCID
Added: August 15, 2024
2019 conference paper
A Hybrid Deep Learning Model with Evolutionary Algorithm for Short-Term Load Forecasting
2019 8th International Conference on Renewable Energy Research and Applications (ICRERA).
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Source: ORCID
Added: August 15, 2024
Employment
Updated: May 26th, 2023 16:53
2022 - present
North Carolina State University Raleigh, North Carolina, US
Graduate Research Assistant
Computer Science
Education
Updated: June 24th, 2024 12:00
2021 - 2025
North Carolina State University Raleigh, North Carolina, US
PhD
Computer Science
2021 - 2024
North Carolina State University Raleigh, US
Master of Science
Computer Science
2014 - 2018
Bangladesh University of Engineering and Technology Dhaka, Dhaka District, BD
Bachelor of Science
Computer Science and Engineering
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