Constructing an Open Learning Analytics Architecture for an Open University

被引:0
|
作者
Xiao, Jun [1 ]
Hoel, Tore [2 ]
Li, XueJiao [3 ]
机构
[1] Shanghai Open Univ, 288 Guoshun Rd, Shanghai, Peoples R China
[2] Oslo Metropolitan Univ, Pilestredet 46, N-0167 Oslo, Norway
[3] East China Univ Sci & Technol, 130 Meilong Rd, Shanghai, Peoples R China
关键词
Online learning; Open Learning Analytics; Open University;
D O I
10.1007/978-3-030-29736-7_50
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Open learning analytics (OLA) aims to meet diversified needs for insights into different stakeholders' efforts to improve learning and learning contexts integrating heterogeneous learning analytics techniques. From an abstract point of view, OLA aligns well with the ideas of open and distance education institutions, of which Shanghai Open University (SOU) is a learning Chinese representative. The paper reports on the design of an OLA framework for SOU, based on different users' service demands and the diverse sources of data and multiple platforms in use at the university. The proposed architecture is based on a discussion of the general characteristics of OLA architecture. The final model is achieved through an iterative development method.
引用
收藏
页码:609 / 612
页数:4
相关论文
共 50 条
  • [21] Advancing open, flexible and distance learning through learning analytics
    Zhang, Jingjing
    Burgos, Daniel
    Dawson, Shane
    [J]. DISTANCE EDUCATION, 2019, 40 (03) : 303 - 308
  • [22] An architecture for Open Learning Management Systems
    Avgeriou, P
    Retalis, S
    Skordalakis, M
    [J]. ADVANCES IN INFORMATICS, 2003, 2563 : 183 - 200
  • [23] DISTANCE LEARNING AND THE OPEN-UNIVERSITY
    SKLAR, S
    [J]. JOURNAL OF ADVANCED NURSING, 1984, 9 (04) : 407 - 411
  • [24] PERSONALITY AND LEARNING - OPEN-UNIVERSITY
    LUNZER, EA
    [J]. DURHAM RESEARCH REVIEW, 1977, 8 (39): : 56 - 57
  • [25] A Demonstration of ANALYSE: A Learning Analytics Tool for Open edX
    Pijeira Diaz, Hector J.
    Munoz-Merino, Pedro J.
    Santofimia Ruiz, Javier
    Delgado Kloos, Carlos
    Ruiperez-Valiente, Jose A.
    [J]. PROCEEDINGS OF THE THIRD (2016) ACM CONFERENCE ON LEARNING @ SCALE (L@S 2016), 2016, : 329 - 330
  • [26] Learning and Knowledge Analytics in Open Education: a Brief Overview
    Liu, Juhong Christie
    Gu, Xiaoqing
    Sun, Yanyan
    Wang, Charles Xiaoxue
    [J]. TECHTRENDS, 2016, 60 (01) : 85 - 86
  • [27] Evaluation of a Learning Analytics Application for Open edX Platform
    Ruiperez-Valiente, Jose A.
    Munoz-Merino, Pedro J.
    Pijeira Diaz, Hector J.
    Santofimia Ruiz, Javier
    Delgado Kloos, Carlos
    [J]. COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2017, 14 (01) : 51 - 73
  • [28] OXALIC: an Open edX Advanced Learning Analytics Tool
    Khalil, Mohammad
    Bclokrys, Gleb
    [J]. PROCEEDINGS OF 2020 IEEE LEARNING WITH MOOCS (LWMOOCS): 4TH INDUSTRIAL REVOLUTION: CHALLENGES AND OPPORTUNITIES, 2020, : 185 - 190
  • [29] Constructing Learning Results as Learning Object Through Open Learning System
    Praherdhiono, Henry
    Adi, Eka Pramono
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON EDUCATION AND TRAINING (ICET 2017), 2017, 128 : 295 - 300
  • [30] Analytics4Action Evaluation Framework: A Review of Evidence-Based Learning Analytics Interventions at the Open University UK
    Rienties, Bart
    Boroowa, Avinash
    Cross, Simon
    Kubiak, Chris
    Mayles, Kevin
    Murphy, Sam
    [J]. JOURNAL OF INTERACTIVE MEDIA IN EDUCATION, 2016, (01):