4. Result and Discussion
The method used here is taking samples by spreading questionnaires to students of Mulawarman University. Produced sample data from 178 respondents with ages between 18 to 24 years whose average age range of 20 years. Fig. 3 we can see that still a few smartphone users access e-learning application. E-Learning applications used with smartphones are also limited compared to notebooks. Gnomia and Edmodo 34%, Group 7%, Moodle and journal 6%, Academia and article 5 %, Library 4%. Moodle is a well-known open-source Course Management System, with a large user community. The functionality is thus continuously being enhanced and the code is well maintained. Gnomio is a few moodle fans enjoying an unexpected success while offering free tools for the e-learning community. Edmodo takes learning beyond the classroom by providing a free, safe place for teachers and students to connect and collaborate, anytime, anywhere. Unlike an LMS, Edmodo lets us integrate and manage e-learning.
This study has successfully developed an user acceptance model for e-Learning via smartphone, which is based on Sevqual, Infoqual, User participation and Benefit. Infoqual is consisted of four attributes; completeness, relevancy, accuracy, and currency. User participation consisted of three attributes; training provider, user understanding and participation. Benefit were consisted of easier to the job and increase productivity. The data collected is ordinal data and the estimation method used was the method of maximum likelihood. The data was processed by using Structural Equation Model (SEM) and Linear Structural Relation (LISREL) v8.80.