Utilizing User Activity and System Response for Learning Analytics in a Remote Lab

被引:3
|
作者
Schwandt, Andrea [1 ]
Winzker, Marco [1 ]
Rohde, Markus [1 ]
机构
[1] Bonn Rhein Sieg Univ, St Augustin, Germany
关键词
Remote lab; Learning analytics; Digital design;
D O I
10.1007/978-3-030-52575-0_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Providers of learning material have a genuine interest in feedback about their learning resources. For a remote lab, providers like to know how students use the lab environment, which experiments they perform and what results they get from the experiments. This contribution describes an approach to perform learning analytics by recording the user interactions and the behavior of the hardware inside the remote lab.
引用
收藏
页码:63 / 74
页数:12
相关论文
共 50 条
  • [41] Cyberattack Detection Framework Using Machine Learning and User Behavior Analytics
    Alshehri, Abdullah
    Khan, Nayeem
    Alowayr, Ali
    Alghamdi, Mohammed Yahya
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2023, 44 (02): : 1679 - 1689
  • [42] User Behavior Analytics with Machine Learning for Household Electricity Demand Forecasting
    Moon, Jihoon
    Kim, Yongsung
    Rho, Seungmin
    2022 INTERNATIONAL CONFERENCE ON PLATFORM TECHNOLOGY AND SERVICE (PLATCON22), 2022, : 13 - 18
  • [43] Understanding the User-Generated Geographic Information by Utilizing Big Data Analytics for Health Care
    Ullah, Hidayat
    Hameed, Alaa Ali
    Rizvi, Sanam Shahla
    Jamil, Akhtar
    Kwon, Se Jin
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [44] Upgrade of the LARES-lab Remote Controllable Thermo-vacuum Facility Lab Improvements for Remote Testing and e-Learning
    Paris, Claudio
    Sindoni, Giampiero
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED EDUCATION, VOL 2 (CSEDU), 2016, : 347 - 352
  • [45] System Learning of User Interactions
    Kaschesky, Michael
    Bouchard, Guillaume
    Gamard, Stephane
    Gschwend, Adrian
    Furrer, Patrick
    Riedl, Reinhard
    AMCIS 2012 PROCEEDINGS, 2012,
  • [46] Learning to estimate user interest utilizing the variational Bayes estimator
    Suzuki, T
    Aihara, K
    Koshizen, T
    Tsujino, H
    5TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, PROCEEDINGS, 2005, : 94 - 99
  • [47] An Architectural Design for Learning Analytics in Remote Education Environments Completed Research
    Verma, Sameer
    Gros, Andreas
    Dluhos, Martin
    AMCIS 2018 PROCEEDINGS, 2018,
  • [48] LEARNING ANALYTICS SOFTWARE IMPLEMENTATION FOR THE MOODLE LEARNING MANAGEMENT SYSTEM
    Dondorf, T.
    Pyka, C.
    Gramlich, R.
    Sewilam, H.
    Nacken, H.
    12TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2019), 2019, : 6957 - 6964
  • [49] Multi-Access Techniques Comparison for Remote Lab System
    Elmissaoui, Taoufik
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2023, 19 (12) : 4 - 15
  • [50] Improving Understanding and Motivation in Learning Transient State by Using a Remote Lab*
    Ramirez-Hernandez, Darinka
    Montesinos-Castellanos, Alejandro
    INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION, 2017, 33 (02) : 847 - 854