When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

The author describes an assignment in an undergraduate game theory course in which students work together in class to develop a computer algorithm to identify Nash equilibria. This assignment builds basic computer science skills while applying game theory knowledge to real-world situations. Students work as a team to delineate the steps and write…

Nowadays, privacy education plays an important role in teenagers' lives. Since this domain is strongly linked to their social life, it is preferable to provide a collaborative learning environment that teaches privacy, and at the same time, allows students to share knowledge, to interact with each other, to solve quizzes collaboratively and to…

Understanding how students decide whether to participate during collaborative learning activities and what factors are their main concerns is important for efficient use of such activities in or out of the classroom. Based on evolutionary game theory, this study proposed a game model for collaborative learning that aimed to analyze the dynamic…

Recently, group learning has been introduced in various countries as part of educational reform. While there are various approaches to group learning, the focus of this study is on collaborative learning, which is based on mutual help-seeking and consultation. This requires teachers' decision to integrate collaborative learning into their…

Recommending educational resources to groups of students is a common task in collaborative learning contexts. However, differences in within-group motivational factors might lead to conflicts in students' intention to use the resources. Previous methods fail to achieve high goodness of recommendation for the majority of students in heterogeneous…

Online teaching allows students to discuss their work and learn from varied media, gain nonhomogenous perspectives through global collaboration, and tackle challenging, relevant, real-world problems. In this article, the author describes ways that real-world applications encourage student exploration, how nonhomogenous perspectives challenge the…