Search Results - subject:"Learning Analytics"

Investigating trends in learning programming using YouTube tutorials

Kadriu, Arbana; Abazi-Bexheti, Lejla; Abazi-Alili, Hyrije; … - In: International journal of learning and change : IJLC 12 (2020) 2, pp. 190-208

Persistent link: https://www.econbiz.de/10012206051

Investigating Relationship Between Discourse Behavioral Patterns and Academic Achievements of Students in SPOC Discussion Forum

Liu, Zhi; Sun, Jianwen; Zhang, Wenjing; Cheng, Hercy N. H. - In: International Journal of Distance Education … 16 (2018) 2, pp. 37-50

As an overt expression of internal mental processes, discourses have become one main data source for the research of interactive learning. To deeply explore behavioral regularities among interactions, this article firstly adopts the content analysis method to summarize students' engagement...

Persistent link: https://www.econbiz.de/10012044045

A Complete Validated Learning Analytics Framework: Designing Issues from Data Preparation Perspective

Tlili, Ahmed; Essalmi, Fathi; Jemni, Mohamed; Kinshuk; … - In: International Journal of Information and Communication … 14 (2018) 2, pp. 1-16

With the rapid growth of online education in recent years, Learning Analytics (LA) has gained increasing attention from …

Persistent link: https://www.econbiz.de/10012045334

Effects of Learning Analytics on Students' Self-Regulated Learning in Flipped Classroom

Silva, João Carlos Sedraz; Zambom, Erik; Rodrigues, … - In: International Journal of Information and Communication … 14 (2018) 3, pp. 91-107

The present article is aimed at analyzing the effects of learning analytics on students' self-regulated learning in a … each learning unit, while the control group did not have access to any learning analytics resources, students from the …-reflection and colleague's support search for clarifying doubts. These results demonstrate that learning analytics can be used to …

Persistent link: https://www.econbiz.de/10012045347

Implementing learning analytics in higher education : the case of Asia

Li, Kam Cheong; Wong, Billy Tak Ming; Ye, Carmen Jiawen - In: International journal of services and standards 12 (2018) 3/4, pp. 293-308

Persistent link: https://www.econbiz.de/10012106527

Mining Learning Behavioral Patterns of Students by Sequence Analysis in Cloud Classroom

Liu, Sanya; Hu, Zhenfan; Peng, Xian; Liu, Zhi; Cheng, … - In: International Journal of Distance Education … 15 (2017) 1, pp. 15-27

In a MOOC environment, each student's interaction with the course content is a crucial clue for learning analytics … to control. Learning analytics considered as a key process is to provide students and educators with evidence …

Persistent link: https://www.econbiz.de/10012044015

Using Learning Analytics to Support Engagement in Collaborative Writing

Liu, Ming; Liu, Li; Pardo, Abelardo - In: International Journal of Distance Education … 15 (2017) 4, pp. 79-98

Online collaborative writing tools provide an efficient way to complete a writing task. However, existing tools only focus on technological affordances and ignore the importance of social affordances in a collaborative learning environment. This article describes a learning analytic system that...

Persistent link: https://www.econbiz.de/10012044035

Logs Analysis of Adapted Pedagogical Scenarios Generated by a Simulation Serious Game Architecture

Callies, Sophie; Gravel, Mathieu; Beaudry, Eric; … - In: International Journal of Game-Based Learning (IJGBL) 7 (2017) 2, pp. 1-19

This paper presents an architecture designed for simulation serious games, which automatically generates game-based scenarios adapted to learner's learning progression. We present three central modules of the architecture: (1) the learner model, (2) the adaptation module and (3) the logs module....

Persistent link: https://www.econbiz.de/10012044889

e-Analytics for e-Learning

Miteva, Dafinka; Stefanov, Krassen; Stefanova, Eliza - In: International Journal of Human Capital and Information … 8 (2017) 4, pp. 1-13

goal of the research described in this paper is to explore how the learning analytics methods can be used to improve the … learning process. The paper concludes by enumerating some challenges and further works for creating effective Learning … Analytics tools. …

Persistent link: https://www.econbiz.de/10012045125

The Ethics of Machine-Based Learning: Advancing without Losing Humanity

Willis III, James E.; Strunk, Viktoria A. - In: International Journal of Sociotechnology and Knowledge … 9 (2017) 1, pp. 53-66

. Teaching and learning in massive open online courses, automated instruction, and learning analytics is altering the role of …

Persistent link: https://www.econbiz.de/10012047934