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The Impact of AI Errors in a Human-in-the-Loop Process
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Ujué Agudo; Karlos G. Liberal; Miren Arrese; Helena Matute – Cognitive Research: Principles and Implications, 2024
Automated decision-making is becoming increasingly common in the public sector. As a result, political institutions recommend the presence of humans in these decision-making processes as a safeguard against potentially erroneous or biased algorithmic decisions. However, the scientific literature on human-in-the-loop performance is not conclusive…
Descriptors: Foreign Countries, Spanish Speaking, Artificial Intelligence, Court Litigation
Implementing Generative AI Chatbots as a Decision Aid for Enhanced Values Clarification Exercises in Online Business Ethics Education
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Yung-Hsiang Hu – Educational Technology & Society, 2024
Ethical decision-making is challenging for most students. Values clarification exercises (VCEs) can help reduce decisional conflicts and feelings of regret. Scholars have suggested Ethical decision-making is challenging for most students. Values clarification exercises (VCEs) can help reduce decisional conflicts and feelings of regret. Scholars…
Descriptors: Foreign Countries, Undergraduate Students, Artificial Intelligence, Business Administration Education
Personal Learning Material Recommendation System for MOOCs Based on the LSTM Neural Network
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Jian-Wei Tzeng; Nen-Fu Huang; Yi-Hsien Chen; Ting-Wei Huang; Yu-Sheng Su – Educational Technology & Society, 2024
Massive open online courses (MOOCs; online courses delivered over the Internet) enable distance learning without time and place constraints. MOOCs are popular; however, active participation level among students who take MOOCs is generally lower than that among students who take in-person courses. Students who take MOOCs often lack guidance, and…
Descriptors: MOOCs, Artificial Intelligence, Electronic Learning, Student Participation
Multicriteria Feature to Predict Final Score Using a Recommendation System
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Dina Fitria Murad; Meta Amalya Dewi; Arbaiah Inn; Silvia Ayunda Murad; Noor Udin; Taufik Darwis – Journal of Educators Online, 2025
This study aims to produce a more personalized recommendation system for online learning using multicriteria in collaborative filtering and data from the Binus Online Learning repository as a knowledge base. The study uses forecasting (regression) and consists of three stages: (1) collecting data on the results of the learning process; (2) adding…
Descriptors: Electronic Learning, Data Collection, Context Effect, Learning Processes
Development of a Decision Support System to Provide an Occupational Therapy Service for Students with Disabilities during Transition Periods
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Suchitporn Lersilp; Kewalin Panyo; Supawadee Putthinoi; Hsiu Yun Hsu; Li-Chieh Kuo; Napalai Chaimaha – Journal of Occupational Therapy, Schools & Early Intervention, 2024
The decision support system (DSS) provides systematic data for improving effective decision-making by school-based occupational therapists (SBOTs) in healthcare services. The purposes of this study were to develop the DSS and investigate its usability in providing the occupational therapy (OT) service for students with disabilities during…
Descriptors: Students with Disabilities, Occupational Therapy, Decision Support Systems, School Health Services