AI-Driven Mentor Service Advising Application for Timely Course Completion using RNN/LSTM

K Sumathy, R Surendran… - 2024 4th International …, 2024 - ieeexplore.ieee.org
To be precise, time is a very sensitive factor that concerns course completion in colleges.
MOOCs and other such sources of online learning have begun to make education …

Exploring ai-enabled intelligent tutoring system in the vocational studies sector in uae

P Bhattacharya, S Nakhare - 2019 Sixth HCT Information …, 2019 - ieeexplore.ieee.org
The last few years have witnessed the rise of Artificial Intelligence (AI) applications in almost
all domains from engineering to medicine. The use of AI as a tool for teaching and learning …

Predictive Analysis of Learner's Performance in Online Environments with LSTM and Attention Mechanism

S Nanavaty, A Khunteta - Indonesian Journal of Electrical …, 2024 - section.iaesonline.com
Early identification and supporting at-risk learners is a key problem in digital learning
environment. This paper investigates the use of deep learning methods, namely Long Short …

Personal learning material recommendation system for MOOCs based on the LSTM neural network

JW Tzeng, NF Huang, YH Chen, TW Huang… - Educational Technology & …, 2024 - JSTOR
Massive open online courses (MOOCs; online courses delivered over the Internet) enable
distance learning without time and place constraints. MOOCs are popular; however, active …

Deep learning recommendation system for course learning outcomes assessment

RA Zitar, A El-Hassan… - Journal Of Advanced …, 2019 - nchr.elsevierpure.com
This paper is improvising a system that utilizes the existing capabilities of a courses learning
outcomes assessment application called ADAMS (Accreditation Data Analysis and …

System Architecture of Intelligent Learning Advisor System with Data Analytics Services

J Yoo, K Gayke, P Balachandranath… - IIE Annual Conference …, 2022 - search.proquest.com
New technologies are being introduced at an unprecedented speed. It is important for
current and future workforces to be equipped with the new technologies. The authors have …

NEEDS AND REQUIREMENTS OF TEACHERS, LEARNERS AND ADMINISTRATIVE STAFF FOR AI BASED MENTORING TOOLS IN HIGHER EDUCATION

J Zawidzki, M Bez, O Jalilov - INTED2023 Proceedings, 2023 - library.iated.org
Universities and university teachers are strenuously aiming at ensuring students' learning
and study success, and by this, achieving high retention rates. Not only the didactically …

Empowering Teachers, Empowering Trainees-Revolutionising Education for Apprenticeship-Based Programme

TAN Shalyn, TEY Leslie… - 2024 10th International …, 2024 - ieeexplore.ieee.org
The Work-Study Diploma (WSDip) offered by Institute of Technical Education Singapore
(ITE), is a unique 2.5-year apprenticeship-based programme, where ITE graduates gain a …

Scaling mentoring support with distributed artificial intelligence

R Klamma, P de Lange, AT Neumann… - … on Intelligent Tutoring …, 2020 - Springer
Mentoring is the activity when an experienced person (the mentor) supports a less
knowledgeable person (the mentee), in order to achieve the learning goal. In a perfect …

Intelligence Support for Mentoring Processes in Higher Education (and Beyond)

R Klamma, M Kravčík, V Pammer-Schindler… - Frontiers in Artificial …, 2022 - frontiersin.org
Mentoring is the activity of a senior person (the mentor) supporting a less experienced
person (the mentee) in learning. It is based on a trustful, protected, and private atmosphere …