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Collaborative learning is a situation in which two or more people learn or attempt to learn something together. [1] Unlike individual learning, people engaged in collaborative learning capitalize on one another's resources and skills (asking one another for information, evaluating one another's ideas, monitoring one another's work, etc.).
Cooperative learning is an educational approach which aims to organize classroom activities into academic and social learning experiences. [1] There is much more to cooperative learning than merely arranging students into groups, and it has been described as "structuring positive interdependence." [2] [3] Students must work in groups to ...
Federated learning (also known as collaborative learning) is a sub-field of machine learning focusing on settings in which multiple entities (often referred to as clients) collaboratively train a model while ensuring that their data remains decentralized. [1] This stands in contrast to machine learning settings in which data is centrally stored ...
Computer-supported collaborative learning. Computer-supported collaborative learning ( CSCL) is a pedagogical approach wherein learning takes place via social interaction using a computer or through the Internet. This kind of learning is characterized by the sharing and construction of knowledge among participants using technology as their ...
Professional learning community. A professional learning community ( PLC) is a method to foster collaborative learning among colleagues within a particular work environment or field. It is often used in schools as a way to organize teachers into working groups of practice-based professional learning .
Problem-based learning. A PBL group at Sydney Dental Hospital. Problem-based learning ( PBL) is a teaching method in which students learn about a subject through the experience of solving an open-ended problem found in trigger material. The PBL process does not focus on problem solving with a defined solution, but it allows for the development ...
Virtual Collaborative Learning. Similar to computer-supported collaborative learning (CSCL), virtual collaborative learning environments aim to produce technology-based learning processes where participants can work together as a group to construct and share knowledge ( Ghaoui 2003, pp. 43). Such environments “provide a rich opportunity for ...
Traditional assessment is equated with individualized exams and evaluations. However, in online collaborative learning, assessment requires a broader perspective as it encompasses the collaborative interactions using asynchronous and synchronous communications between group members. Assessment has been found to have a significant effect on CSCL ...
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