Abstract
In order to solve the problems of resource storage, resource delivery delay and other issues in the online learning process, it is studied and analyzed from the perspective of process goals. Firstly, a measurable e-learning process capability maturity model (EPCMM) is established. Then, based on the analysis of workflows in EPCMM’s five process areas, a mapping relationship between major activities and key objectives is established in the process area. Finally, the mapping algorithm of online learning process features to process goals and the mapping algorithm of online learning metrics to process features are given. The practical results show that compared with the classical algorithm, this algorithm can effectively reduce the average transmission delay of online learning resources and improve the load balance of the system.
Highlights
The advancement of network technology and the characteristics of media have given learning a new carrier
e-learning process capability maturity model (EPCMM) is an effective model for evaluating process capability maturity for organizations conducting online learning activities
According to the process improvement guidelines and plans formulated by the organization, it is possible to effectively control a process so that the online learning process activities can be established at a stable level to achieve the organization's strategic goals
Summary
The advancement of network technology and the characteristics of media have given learning a new carrier. A standardized online learning concept is becoming a new thing that enterprises, educational institutions and government agencies take seriously. The global trend and commercialization of online learning will be an important educational change in the 21st century. Whether online learning has achieved success or whether educational investment has achieved the desired educational benefits requires evaluation. Evaluation is the basis for conducting online teaching activities. With the increasing popularity of multimedia technology and the Internet, information technology is changing the way people produce, work, live and learn in human society, and this change is increasing. In today’s world, online media has become a mass media that can’t be ignored and is becoming more and more important
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