Automated Generation of Multiple-Choice Questions for Computer Science Education Using Conditional Generative Adversarial Networks

Automated Generation of Multiple-Choice Questions for Computer Science Education Using Conditional Generative Adversarial Networks

This work presents a novel perspective towards generating automated multiple-choice questions (MCQs)-a task fundamentally different due to the highly dynamic nature of computer science education, which spans several sub-domains. Taking advantage of Conditional Generative Adversarial Networks (cGANs)...

Full description

Saved in:

Bibliographic Details
Main Authors:	Muhammad Shoaib, Ghassan Husnain, Nasir Sayed, Yazeed Yasin Ghadi, Masoud Alajmi, Ayman Qahmash
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Series:	IEEE Access
Subjects:	Automated MCQ generation conditional generative adversarial networks (cGANs) computer science education dataset curation educational assessment
Online Access:	https://ieeexplore.ieee.org/document/10843681/
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Identity preserving face completion with generative adversarial networks
by: Xudong WANG, et al.
Published: (2018-08-01)

A progressive growing of conditional generative adversarial networks model
by: Hui MA, et al.
Published: (2023-06-01)

QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism
by: Jingqi Zhao, et al.
Published: (2024-03-01)

Research on the improvement method of imbalance of ground penetrating radar image data
by: Ligang Cao, et al.
Published: (2025-01-01)

Advanced R-GAN: Generating anomaly data for improved detection in imbalanced datasets using regularized generative adversarial networks
by: Junhak Lee, et al.
Published: (2025-01-01)

Application of generative adversarial networks for financial data
by: CUI Yihao, et al.
Published: (2024-06-01)

Advances in generative adversarial network
by: Wanliang WANG, et al.
Published: (2018-02-01)

Hybrid Quantum Cycle Generative Adversarial Network for Small Molecule Generation
by: Matvei Anoshin, et al.
Published: (2024-01-01)

Survey of generative adversarial network
by: Zhenglong WANG, et al.
Published: (2021-08-01)

A novel Wasserstein generative adversarial network for stochastic wind power output scenario generation
by: Xiurong Zhang, et al.
Published: (2024-12-01)

A hybrid attention generative adversarial network for Chinese landscape painting
by: Qiongshuai Lyu, et al.
Published: (2025-01-01)

Improved BCI calibration in multimodal emotion recognition using heterogeneous adversarial transfer learning
by: Mehmet Ali Sarikaya, et al.
Published: (2025-01-01)

Challenging the curve: can ChatGPT-generated MCQs reduce grade inflation in pharmacy education
by: Dalia Almaghaslah
Published: (2025-01-01)

Generate medical synthetic data based on generative adversarial network
by: Xiayu XIANG, et al.
Published: (2022-03-01)

Covert communication method based on tripartite generative adversarial network
by: Jihong YU, et al.
Published: (2023-11-01)

Gender forgery of faces by fusing wavelet shortcut connection generative adversarial network
by: Wanze CHEN, et al.
Published: (2023-06-01)

Noise robust chi-square generative adversarial network
by: Hongjun LI, et al.
Published: (2020-03-01)

Time series generation model based on multi-discriminator generative adversarial network
by: Yanhui LU, et al.
Published: (2022-10-01)

A Cross-Modal Tactile Reproduction Utilizing Tactile and Visual Information Generated by Conditional Generative Adversarial Networks
by: Koki Hatori, et al.
Published: (2025-01-01)

Adversarial example generation method for SAR images based on mask extraction
by: ZHANG Jianwu, et al.
Published: (2024-03-01)

DHCT-GAN: Improving EEG Signal Quality with a Dual-Branch Hybrid CNN–Transformer Network
by: Yinan Cai, et al.
Published: (2025-01-01)

High-precision indoor wireless positioning method based on generative adversarial network
by: Fuzhan WANG, et al.
Published: (2021-06-01)

Differentially private sequence generative adversarial networks for data privacy masking
by: Yu ZHANG, et al.
Published: (2020-08-01)

Remote sensing image dehazing using a wavelet-based generative adversarial networks
by: Guangda Chen, et al.
Published: (2025-01-01)

Numerical Weather Data-Driven Sensor Data Generation for PV Digital Twins: A Hybrid Model Approach
by: Jooseung Lee, et al.
Published: (2025-01-01)

Generative steganography method based on auto-generation of contours
by: Zhili ZHOU, et al.
Published: (2021-09-01)

Optimization of In-Motion EV Charging Infrastructure for Power Systems Using Generative Adversarial Network-Based Distributionally Robust Techniques
by: Dong Hua, et al.
Published: (2025-01-01)

Privacy-enhanced federated learning scheme based on generative adversarial networks
by: Feng YU, et al.
Published: (2023-06-01)

Music Generation Using Deep Learning and Generative AI: A Systematic Review
by: Rohan Mitra, et al.
Published: (2025-01-01)

Generative adversarial synthetic neighbors-based unsupervised anomaly detection
by: Lan Chen, et al.
Published: (2025-01-01)

A Reliable Generative Adversarial Network Approach for Climate Downscaling and Weather Generation
by: Neelesh Rampal, et al.
Published: (2025-01-01)

Stock price prediction with attentive temporal convolution-based generative adversarial network
by: Ying Liu, et al.
Published: (2025-03-01)

ADGAN: Adaptive Domain Medical Image Synthesis Based on Generative Adversarial Networks
by: Liming Xu, et al.
Published: (2024-12-01)

Grounding Grid Electrical Impedance Imaging Method Based on an Improved Conditional Generative Adversarial Network
by: Ke Zhu, et al.
Published: (2025-01-01)

Optimization of Jamming Type Selection for Countering Multifunction Radar Based on Generative Adversarial Imitation Learning
by: Tianjian Yang, et al.
Published: (2025-01-01)

Using Generative Adversarial Networks for the synthesis of emotional facial expressions in virtual educational environments
by: William Villegas-Ch, et al.
Published: (2025-03-01)

Adversarial training driven malicious code detection enhancement method
by: Yanhua LIU, et al.
Published: (2022-09-01)

Advanced generative adversarial network for optimizing layout of wireless sensor networks
by: S. Praveen Kumar, et al.
Published: (2024-12-01)

Predicting the glass transition temperature of polymer based on generative adversarial networks and automated machine learning
by: Zhanjie Liu, et al.
Published: (2024-12-01)

Hyperparameter Optimization in Generative Adversarial Networks (GANs) Using Gaussian AHP
by: Thiago Serafim Rodrigues, et al.
Published: (2025-01-01)