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Learning Applications can be and has been applied in a noticeable number of contexts. General purposes. Analytics have been used for: Prediction purposes, for example to identify "at risk" students in terms of drop out or course failure. Personalization & adaptation, to provide students with tailored learning pathways, or assessment materials.
Student engagement. Student engagement occurs when "students make a psychological investment in learning. They try hard to learn what school offers. They take pride not simply in earning the formal indicators of success (grades and qualifications), but in understanding the material and incorporating or internalizing it in their lives." [1]
Social learning theory. A social behavior theory which proposes that new behaviors can be acquired by observing and imitating others. Albert Bandura [1] is known for studying this theory. It states that learning is a cognitive process that takes place in a social context and can occur purely through observation or direct instruction, even in ...
Blended learning or hybrid learning, also known as technology-mediated instruction, web-enhanced instruction, or mixed-mode instruction, is an approach to education that combines online educational materials and opportunities for interaction online with physical place-based classroom methods. Blended learning requires the physical presence of ...
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 ...
Lifelong learning. Lifelong learning is the "ongoing, voluntary, and self-motivated " [1] pursuit of learning for either personal or professional reasons. Lifelong learning is important for an individual's competitiveness and employability, but also enhances social inclusion, active citizenship, and personal development. [2]
Personalized learning refers to instruction in which the pace of learning and the instructional approach are optimized for the needs of each learner. Learning objectives, instructional approaches, and instructional content (and its sequencing) may all vary based on learner needs. In addition, learning activities are meaningful and relevant to ...
Online learning involves courses offered by primary institutions that are 100% virtual. Online learning, or virtual classes offered over the internet, is contrasted with traditional courses taken in a brick-and-mortar school building. It is a development in distance education that expanded in the 1990s with the spread of the commercial Internet ...