ChatGPT for education and research: Opportunities, threats, and strategies

MM Rahman, Y Watanobe - Applied Sciences, 2023 - mdpi.com
In recent years, the rise of advanced artificial intelligence technologies has had a profound
impact on many fields, including education and research. One such technology is ChatGPT …

A survey of learning-based automated program repair

Q Zhang, C Fang, Y Ma, W Sun, Z Chen - ACM Transactions on Software …, 2023 - dl.acm.org
Automated program repair (APR) aims to fix software bugs automatically and plays a crucial
role in software development and maintenance. With the recent advances in deep learning …

Educational data mining to support programming learning using problem-solving data

MM Rahman, Y Watanobe, T Matsumoto… - IEEE …, 2022 - ieeexplore.ieee.org
Computer programming has attracted a lot of attention in the development of information and
communication technologies in the real world. Meeting the growing demand for highly …

A survey on rumor detection and prevention in social media using deep learning

B Pattanaik, S Mandal, RM Tripathy - Knowledge and Information Systems, 2023 - Springer
In the current digital era, massive amounts of unreliable, purposefully misleading material,
such as texts and images, are being shared widely on various web platforms to deceive the …

Multimodel phishing url detection using lstm, bidirectional lstm, and gru models

SS Roy, AI Awad, LA Amare, MT Erkihun, M Anas - Future Internet, 2022 - mdpi.com
In today's world, phishing attacks are gradually increasing, resulting in individuals losing
valuables, assets, personal information, etc., to unauthorized parties. In phishing, attackers …

Identifying algorithm in program code based on structural features using CNN classification model

Y Watanobe, MM Rahman, MFI Amin, R Kabir - Applied Intelligence, 2023 - Springer
In software, an algorithm is a well-organized sequence of actions that provides the optimal
way to complete a task. Algorithmic thinking is also essential to break-down a problem and …

Impact of practical skills on academic performance: A data-driven analysis

MM Rahman, Y Watanobe, RU Kiran, TC Thang… - IEEE …, 2021 - ieeexplore.ieee.org
Most academic courses in information and communication technology (ICT) or engineering
disciplines are designed to improve practical skills; however, practical skills and theoretical …

Novel spatio-temporal continuous sign language recognition using an attentive multi-feature network

W Aditya, TK Shih, T Thaipisutikul, AS Fitriajie… - Sensors, 2022 - mdpi.com
Given video streams, we aim to correctly detect unsegmented signs related to continuous
sign language recognition (CSLR). Despite the increase in proposed deep learning …

Design and implementation of an explainable bidirectional lstm model based on transition system approach for cooperative ai-workers

M Yang, J Moon, S Yang, H Oh, S Lee, Y Kim… - Applied Sciences, 2022 - mdpi.com
Recently, interest in the Cyber-Physical System (CPS) has been increasing in the
manufacturing industry environment. Various manufacturing intelligence studies are being …

Predicting the top-level ontological concepts of domain entities using word embeddings, informal definitions, and deep learning

AGL Junior, JL Carbonera, D Schimidt… - Expert Systems with …, 2022 - Elsevier
Ontology development is a challenging task that encompasses many time-consuming
activities. One of these activities is the classification of the domain entities (concepts and …