eprintid: 12603
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/01/26/03
datestamp: 2023-11-10 03:27:09
lastmod: 2023-11-10 03:27:09
status_changed: 2023-11-10 01:49:05
type: conference_item
metadata_visibility: show
creators_name: Sharef, N.M.
creators_name: Azmi Murad, M.A.
creators_name: Mansor, E.I.
creators_name: Nasharuddin, N.A.
creators_name: Omar, M.K.
creators_name: Samian, N.
creators_name: Arshad, N.I.
creators_name: Ismail, W.
creators_name: Shahbodin, F.
title: Learning-Analytics based Intelligent Simulator for Personalised Learning
ispublished: pub
keywords: Data Science; E-learning; Information systems; Information use, Chatbot; Learning outcome; Personalised learning; Real time monitoring; Risk predictions; Students learning, Learning systems
note: cited By 2; Conference of 2020 International Conference on Advancement in Data Science, E-Learning and Information Systems, ICADEIS 2020 ; Conference Date: 20 October 2020 Through 21 October 2020; Conference Code:165763
abstract: Personalised learning enables instructions to be tailored specific to students learning needs, while making sure learning outcomes are attained. Instructors require information that could facilitate them in adapting their pedagogy design so the learning delivery could be optimized. However, existing solutions are limited to descriptive analytic and intervention facilitation is confined to students at risk prediction based on their course engagement frequency. Tools to predict final grade is available but very scarce. Besides, realtime monitoring of reaction to learning events are not available. Therefore, this paper proposes a solution that integrates Internet of Things, learning analytic and chatbot to fill the said gaps. The paper also presents the experience of pilot developments towards the current version of solution. © 2020 IEEE.
date: 2020
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85099126609&doi=10.1109%2fICADEIS49811.2020.9276858&partnerID=40&md5=214742d183ca26d194b00a0956cc2bd5
id_number: 10.1109/ICADEIS49811.2020.9276858
full_text_status: none
publication: 2020 International Conference on Advancement in Data Science, E-Learning and Information Systems, ICADEIS 2020
refereed: TRUE
isbn: 9781728182728
citation:   Sharef, N.M. and Azmi Murad, M.A. and Mansor, E.I. and Nasharuddin, N.A. and Omar, M.K. and Samian, N. and Arshad, N.I. and Ismail, W. and Shahbodin, F.  (2020) Learning-Analytics based Intelligent Simulator for Personalised Learning.  In: UNSPECIFIED.