14 citations · 21 across the 8 of their papers we have counts for
9 papers
Explainability and Certification of AI-Generated Educational Assessments
Antoun Yaacoub, Zainab Assaghir, Anuradha Kar
The rapid adoption of generative artificial intelligence (AI) in educational assessment has created new opportunities for scalable item creation, personalized feedback, and efficie…
Validating Warehouse Picking Strategies Using Simulation: Case Study of a Plumbing Equipment Firm
Phattara Khumprom, Wanatchapong Kongkaew, Antoun Yaacoub +1
In today competitive business environment, efficient logistics are essential, especially in industries where timely delivery matters. This research aims to improve warehouse pickin…
Lightweight Prompt Engineering for Cognitive Alignment in Educational AI: A OneClickQuiz Case Study
Antoun Yaacoub, Zainab Assaghir, Jérôme Da-Rugna
The rapid integration of Artificial Intelligence (AI) into educational technology promises to revolutionize content creation and assessment. However, the quality and pedagogical al…
Semantic Retention and Extreme Compression in LLMs: Can We Have Both?
Stanislas Laborde, Martin Cousseau, Antoun Yaacoub +1
The exponential growth in Large Language Model (LLM) deployment has intensified the need for efficient model compression techniques to reduce computational and memory costs. While…
Enhancing AI-Driven Education: Integrating Cognitive Frameworks, Linguistic Feedback Analysis, and Ethical Considerations for Improved Content Generation
Antoun Yaacoub, Sansiri Tarnpradab, Phattara Khumprom +3
Artificial intelligence (AI) is rapidly transforming education, presenting unprecedented opportunities for personalized learning and streamlined content creation. However, realizin…
Analyzing Feedback Mechanisms in AI-Generated MCQs: Insights into Readability, Lexical Properties, and Levels of Challenge
Antoun Yaacoub, Zainab Assaghir, Lionel Prevost +1
Artificial Intelligence (AI)-generated feedback in educational settings has garnered considerable attention due to its potential to enhance learning outcomes. However, a comprehens…
Assessing AI-Generated Questions' Alignment with Cognitive Frameworks in Educational Assessment
Antoun Yaacoub, Jérôme Da-Rugna, Zainab Assaghir
This study evaluates the integration of Bloom's Taxonomy into OneClickQuiz, an Artificial Intelligence (AI) driven plugin for automating Multiple-Choice Question (MCQ) generation i…
Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos
Mohammad Kassir, Siba Haidar, Antoun Yaacoub
The challenge of detecting violent incidents in urban surveillance systems is compounded by the voluminous and diverse nature of video data. This paper presents a targeted approach…
Balancing Accuracy and Training Time in Federated Learning for Violence Detection in Surveillance Videos: A Study of Neural Network Architectures
Pajon Quentin, Serre Swan, Wissocq Hugo +3
This paper presents an investigation into machine learning techniques for violence detection in videos and their adaptation to a federated learning context. The study includes expe…