scholarly journals Social Learning Analytics in Computer-Supported Collaborative Learning Environments: A Systematic Review of Empirical Studies

2022 ◽  
pp. 100073
Author(s):  
Rogers Kaliisa ◽  
Bart Rienties ◽  
Anders I. Mørch ◽  
Anders Kluge
2020 ◽  
Author(s):  
Jeremiah (Remi) Kalir

This book chapter recounts one approach to ethically co-designing a public dashboard that reports social learning analytics and encourages learners’ collaborative annotation across open texts and contexts. As a design narrative in the learning sciences, this chapter is a reflective, first-hand account organized around three related objectives: 1) Naming the theoretical stances toward open and social learning that informed design and research; 2) Describing key decisions and trade-offs pertinent to four iterations of a social learning analytics dashboard; and 3) Considering epistemological, technological, and infrastructural implications for the development and use of social learning analytics in open, flexible, and distance learning.


IEEE Access ◽  
2021 ◽  
Vol 9 ◽  
pp. 23705-23716
Author(s):  
Maria Jesus Verdu ◽  
Juan-Pablo De Castro ◽  
Luisa M. Regueras ◽  
Alfredo Corell

Author(s):  
Chia-Wen Tsai ◽  
Yi-Fen Chen

Many studies investigate the effects of Computer-Supported Collaborative Learning (CSCL) and also explore how learning processes and social interaction contribute to learning outcomes in online learning environments. This study provides an appropriate design of web-supported collaborative learning (CL) with teacher’s initiation and self-regulated learning (SRL), and demonstrates the effects of this design on improving students’ involvement and helping students attain course goals in a blended course. The authors conducted an experiment with an intervention of web-supported CL with initiation and SRL in a course titled ‘Applied Information Technology: Networking’ that included 112 sophomores from two classes at an academic university in Taiwan. The class of web-supported CL with initiation and SRL was the experimental group, and online CL without initiation or SRL served the control group. The results illustrate that web-supported CL with initiation and SRL could significantly improve students’ involvement in this course. In addition, interviewed students also expressed their positive appreciation for web-supported CL with initiation and SRL. The authors expect the innovative learning activities and teaching method in this study could provide insights for online teachers.


2004 ◽  
pp. 281-310
Author(s):  
John B. Nash ◽  
Christoph Richter ◽  
Heidrun Allert

This chapter addresses theoretical frameworks for the evaluation of computer-supported learning environments. It outlines the characteristics and obstacles this evaluation must face with regard to projects that design learning experiences, stressing the notion that human-computer interaction is imbedded in social context that is complex and dynamic. The authors examine how scenario-based design and program theory can contribute to the design and evaluation of computer-supported collaborative learning (CSCL) and present a case study in which both approaches are applied. Based on the revealed complementary frameworks, a compelling approach is drafted that combines both of them. Our goal is to make CSCL designers more aware of the benefits of evaluative thinking in their work and to introduce two tangible approaches to evaluation that, when implemented as a design step, can strengthen CSCL initiatives.


Author(s):  
Mustafa Şahin Bülbül

Despite the idea that learning is individual, the YouTube channel has been examined to explain how learning is controlled in social networks. What kind of mechanism does the YouTube channel, which deeply influences the education world, work with and what does this structure tell the educators? What do data such as the number of views and comments on YouTube mean? Also, what kind of a model can be established between the video proposition system and our individual and social learning? This study has been prepared to shed light on the questions mentioned.


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