scholarly journals Research on Data Mining of Learning Behaviours of College Students on MOOC Platform

2018 ◽  
Vol 246 ◽  
pp. 03025
Author(s):  
Shi Yang ◽  
Lu Juan
Keyword(s):  
College Students ◽  
Learning Styles ◽  
Computer Network ◽  
Traditional Education ◽  
Internet Applications ◽  
University Teachers ◽  
Teachers And Students ◽  
Education Model ◽  
Learning Behaviours ◽  
Different Levels

With the continuous development of computer network and the popularity of internet applications, technology is constantly changing the traditional education model. The rise of the MOOC has set off a worldwide revolution in educational technology, which has been widely welcomed by university teachers and students. On the platforms of MOOC, the learning behaviours of college students have generated massive amounts of relevant data. Teachers can tap learning behaviours, master different types of learning styles to better control the learning steps and urge college students to better participate in all aspects of learning. Based on the MOOC platform, this paper classifies the students into excellent learners, middle learners, poor learners and non-learners by cluster analysis to teach students of different levels in different ways to optimize the MOOC teaching effect.

Differences in Perception of Teaching Leadership between Teachers and Students

2020 ◽  
Author(s):  
Ḥafṣa Azalea Azra
Keyword(s):  
Effective Teaching ◽  
Coastal Area ◽  
Goal Theory ◽  
College Teachers ◽  
Teachers Perceptions ◽  
University Teachers ◽  
Teachers And Students ◽  
Perceptions Of Teaching ◽  
Teaching Leadership

Objective: This paper aims to reveal differences in students’ and teachers’ perception of the latter’s teaching leadership and discusses the characteristics of effective teaching leadership. Method: The current study investigates students’ and teachers’ perceptions of teaching leadership through questionnaires, divides their perceptive differences into three categories, and compiles interview outlines based on Baker’s Path-Goal theory. These three categories of teachers were selected, resulting in a sample of twenty-five college teachers from China’s coastal area, who were then interviewed in depth. Results: College teachers and students had different perceptions of teaching leaderships, with the most common being students having low evaluations and teachers having high self-evaluations. Six main characteristics of effective teaching leadership of university teachers are summarized from the coding analysis of interview results.

Driver Education Curriculum Outline

1998 ◽  
Vol 42 (20) ◽  
pp. 1396-1400 ◽  
Author(s):  
Lawrence P. Lonero ◽  
Kathryn M. Clinton ◽  
Douglas M. Black
Keyword(s):  
Program Development ◽  
Traffic Safety ◽  
Traditional Education ◽  
Education Curriculum ◽  
Driver Education ◽  
Novice Drivers ◽  
New Developments ◽  
Effective Role ◽  
Education Model ◽  
Crash Reduction

The purpose of the AAA Foundation for Traffic Safety outline project was to initiate program development which could lead to “reinventing” a more intensive, comprehensive, and effective driver education system, which could lead to crash reduction in novice drivers. The project reviewed knowledge in a number of areas — driver education effectiveness, novice drivers' needs, and methods of instruction and behavioral influence. The traditional education model used for driver education is inadequate, and fundamental changes in content, methods, and organization are needed. New developments and synergies among education methods, training technologies, organizational change, and demand for quality promise a new and more effective role for driver education in the 21st Century.

EXPRESS: Testing Theories of Goal Progress in Online Learning

2021 ◽  
pp. 002224372199110
Author(s):  
Joy Lu ◽  
Eric T. Bradlow ◽  
J. Wesley Hutchinson
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Detection System ◽  
Traditional Education ◽  
Performance Outcomes ◽  
Learner Engagement ◽  
Goal Progress ◽  
Business Courses ◽  
Using Data

Online educational platforms increasingly allow learners to consume content at their own pace with on-demand formats, in contrast to the synchronous content of traditional education. Thus, it is important to understand and model learner engagement within these environments. Using data from four business courses hosted on Coursera, we model learner behavior as a two-stage decision process, with the first stage determining across-day continuation versus quitting and the second stage determining within-day choices among lectures, quizzes, and breaks. By modeling the heterogeneity across learners pursuing lecture and quiz completion goals, we capture different patterns of consumption that correspond to extant theories of goal progress within an empirical field setting. We find that most individuals exhibit a learning style where lecture utility changes as an inverted-U-shaped function of current progress. Our model may also be used as an early detection system to anticipate changes in engagement and allows us to relate learning styles to final performance outcomes and enrollment in additional courses. Finally, we examine the role of quizzes in how consumption patterns vary across learners in different courses and between those who have paid or not paid for the option to earn a course certificate.

scholarly journals Perceptions of Students and Teachers towards the Semester System of Tribhuvan University

2019 ◽  
Vol 4 (1) ◽  
pp. 19-34
Author(s):  
Abatar Subedi
Keyword(s):  
Learning Environment ◽  
Positive Direction ◽  
University Teachers ◽  
Perceptions Of Students ◽  
Extra Curricular Activities ◽  
Teachers And Students ◽  
Ict Tools ◽  
Master Level ◽  
Teaching Learning ◽  
Academic Resources

This paper intends to analyze perceptions of students and teachers towards the semester system of Tribhuvan University (TU). The result of the study is based on the data collected through survey questionnaire from 40 university teachers and 194 master level students. The perception is discussed in terms of learning environment, resources, use of ICT tools, contents and activities. The findings show that the perception of teachers and students towards curriculum, teaching/learning environment, and regularity of classes and viability of semester system are in positive direction. However, the availability of learning resources and use of ICT tools in day to day teaching/learning are not in satisfactory way in the perception of the participants. Their perceptions also reveal that facilities of extra-curricular activities, play grounds and canteen are inadequate. Similarly, the teachers and students perceive that availability of both human and academic resources is inadequate. The students experience show that there is teacher domination in selection of teaching methods; less use of ICT materials to promote learning; difficulty in completing courses in the stipulated time and not timely declaring exam result. However, this system has encouraged and empowered creativity among students for learning.

Relationships between Learning Styles and Performance on Problem-Solving Tasks

1986 ◽  
Vol 59 (3) ◽  
pp. 1135-1138 ◽  
Author(s):  
Penny Armstrong ◽  
Ernest McDaniel
Keyword(s):  
College Students ◽  
Problem Solving ◽  
Learning Styles ◽  
Learning Style ◽  
Choice Point ◽  
Relevant Information ◽  
And Performance ◽  
Problem Solving Task

A computerized problem-solving task was employed to study the relationships among problem-solving behaviors and learning styles. College students made choices to find their way home in a simulated “lost in the woods” task and wrote their. reasons at each choice point. Time to read relevant information and time to make decisions were measured by the computer clock. These variables were correlated with learning style variables from Schmeck's (1977) questionnaire. The findings indicated that subjects who perceived themselves as competent learners take more time on the problem-solving task, use more information and make fewer wrong choices.

scholarly journals Motivation and Autonomy in Learning English as Foreign Language: A Case Study of Ecuadorian College Students

2017 ◽  
Vol 10 (2) ◽  
pp. 100 ◽  
Author(s):  
Jorge Cevallos Bravo ◽  
Eder A. Intriago ◽  
Jhonny Villafuerte Holguin ◽  
Gustavo Molina Garzon ◽  
Luis Ortega Arcia
Keyword(s):  
College Students ◽  
Language Learning ◽  
Undergraduate Students ◽  
Quantitative Research ◽  
English Language ◽  
English As Foreign Language ◽  
Learning Attitudes ◽  
Correct Pronunciation ◽  
Different Levels

This quantitative research aims to examine how different levels of motivation relate to frequency of occurrence of autonomous language learning activities undertaken by undergraduate students. Eight hundred and sixty-two college students from 10 vocational training programs of a public university located in Ecuador, South America, participated in this study. Spratt’s questionnaire that regards ‘autonomy and motivation’ as a cyclical interaction in the language learning process, was updated by the researchers, adding digital education elements. The data were analyzed using the program SPSS v24.0.0 The results showed that there was a significant relationship between: the language learning stimulation generated by professors and the participants’ learning attitudes. In addition, it was determined that the most frequent language practices in which the participants showed greatest autonomy were: listening to songs in English language, worrying about the correct pronunciation, and noting down interesting words or expressions in English.

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