Works (9)

Updated: August 22nd, 2024 04:31

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.

By: M. Hoq n, Y. Shi n, J. Leinonen*, D. Babalola n, C. Lynch n, T. Price n, B. Akram n

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)
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.

By: M. Hoq*, P. Brusilovsky & B. Akram

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).

By: M. Hoq*, P. Haque* & M. Uddin*

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.

By: M. Hoq*, M. Uddin & S. Park

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.

Muntasir Hoq

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

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.