Open Learning Optimization Based on Cloud Technology: Case Study Implementation in Personalization E-learning

被引:0
|
作者
Selviandro, Nungki [1 ]
Suryani, Mira [1 ]
Hasibuan, Zainal A. [1 ]
机构
[1] Univ Indonesia, Fac Comp Sci, Kota Depok, Jawa Barat, Indonesia
来源
2014 16TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT) | 2014年
关键词
E-Learning; Indonesia Open Educational Resources; Open learning; Cloud Computing;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Indonesia is a developing country that began to utilize information technology in education. A form of its implementation is the use of e-learning. However, in practice there are still some obstacles, such as learning resources are not evenly distributed, limited access to services provided, qualified educators resources are concentrated in specific areas. This led to the emergence of disparities educational process, and technology gap due to differences in ICT infrastructure owned by any educational institution. Therefore this study propose an architecture of cloud-based open learning to solve these problems. The term open learning is used in order to encouraging the development of the concept of Indonesia Open Educational Resources (IOER) and as well as the adoption of concept of cloud computing. This research through several phases of research including analysis, design, implementation, testing and evaluation. The design of the proposed architecture consists of six layers: (1) Infrastructure, (2) Platform, (3) Application, (4) Service, (5) Access, (6) User. As a results of the implementation from this architecture is a prototype of Indonesia - Virtual Open Learning System (iVOLS). In experiment, personalization e-learning runs as a service that need large storage and other shared facilities to conduct the program so the system can delivered different learning materials to different learners. The personalization e-learning in cloud environment successed when the learners got the best performance on learning and it shown by their evaluation score. Based on the test results and evaluation showed that the availability on Cloud-Based Open Learning further meet user needs. This is indicated by the presence of a simple infrastructure services, application services with just one stage and the availability of a wider range of data and the resource sharing. In accessibility, Cloud-Based Open Learning provides easy access to the user. By economically, the result of evaluation showed that Cloud-Based Open Learning has an investment of 35.61% efficiency, increase return on investment (ROI) of 60.95% and an increase in benefits (NPV) of 81.97% from the user's perspective. While from the provider's perspective, Cloud-Based Open Learning has an investment of 200% efficiency, increase return on investment (RoI) of 220.4% and an increase in benefits (NPV) of 109.55%.
引用
收藏
页码:541 / 546
页数:6
相关论文
共 50 条
  • [21] E-learning Based-on Cloud Computing Architecture
    Shi, Jun
    Gu, Xunmei
    2010 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS 1-3, 2010, : 1542 - 1545
  • [22] Integrating E-Learning System Based on Cloud Computing
    He, Zheng
    Yue, Jingxia
    2012 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC 2012), 2012, : 710 - 713
  • [23] SLA Based e-Learning Service Provisioning in Cloud
    Paul, Mridul
    Das, Ajanta
    INFORMATION SYSTEMS DESIGN AND INTELLIGENT APPLICATIONS, VOL 3, INDIA 2016, 2016, 435 : 49 - 57
  • [24] A Framework of e-Learning Education Clouds to Efficiency and Personalization
    Johnson, Shardrom
    Liu, Xubin
    Miao, Hui
    Yuan, Jiajin
    Jin, Yong
    Wei, Qin
    Xu, Zhao
    2016 3RD INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2016, : 26 - 30
  • [25] USING CLOUD TECHNOLOGY AND SOCIAL NETWORKS IN E-LEARNING
    Silvestru, Catalin-Ionut
    Lupescu, Ernut
    Silvestru, Dragos-Stefan
    Bere, Ramona-Camelia
    RETHINKING EDUCATION BY LEVERAGING THE ELEARNING PILLAR OF THE DIGITAL AGENDA FOR EUROPE!, VOL. III, 2015, : 148 - 153
  • [26] E-learning theories, components, and cloud computing-based learning platforms
    Kumar V.
    Sharma D.
    International Journal of Web-Based Learning and Teaching Technologies, 2021, 16 (03) : 1 - 16
  • [27] E-Learning for SME Employees - A Case Study on e-Learning Quality
    Stiglic, Maja
    Verlic, Mateja
    Povalej, Petra
    Strmecki, Ales
    Dinevski, Dejan
    PROCEEDINGS OF THE ITI 2009 31ST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2009, : 467 - +
  • [28] Integrated learning approaches based on cloud computing for personalizing e-learning environment
    El-Attar N.E.
    El-Ela N.A.
    Awad W.A.
    International Journal of Web-Based Learning and Teaching Technologies, 2019, 14 (02) : 67 - 87
  • [29] STUDY CASE FOR TEACHING IN A E-LEARNING OPEN SOURCE ENVIRONMENT
    Costica, Nituca
    Tudor, Stanciu
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON MANUFACTURING SCIENCE AND EDUCATION (MSE 2011), VOL II, 2011, : 101 - 104
  • [30] The study of e-learning technology implementation: A preliminary investigation of universities in Thailand
    Siritongthaworn S.
    Krairit D.
    Dimmitt N.J.
    Paul H.
    Education and Information Technologies, 2006, 11 (2) : 137 - 160