What are adaptive learning solutions
Who doesn’t want to learn in a highly personalized and adaptive environment?
The traditional learning methods have the key problems of a one-fit-for-all learning path assuming all students learn at the same pace. The adaptive learning solutions work in the right direction offering several benefits to the students. Let us understand these modern learning solutions in detail. Starting with a quick definition.
Adaptive learning solution- Definition
The adaptive solutions offer a highly personalized learning experience to the students using in-time feedback, pathways, and resources. It elevates the overall learning experience of the students by eliminating the one-fitfor-all approach in learning.
The adaptive learning technology supports the trainers’ skills in improving the overall learning experience of the students. It can be working on the designed adaptivity and algorithmic adaptivity.
1.Designed adaptivity
It is managed by professional trainers who create the complete learning plan for the students. It follows a unique approach to sharing advanced content with experienced learners and encouraging students to slow down when racing in modules.
The trainers or teachers have complete control over the learner’s experience in the designed adaptivity model.
Algorithmic adaptivity
This works on the algorithms like what is the current knowledge of the students and what should be the next learning step. Hence, it offers the right step in the learning path to the students at the right time. Some of the popular algorithms used by the best adaptive learning services are Bayesian Knowledge Tracing (BKT) and Item Response Theory (IRT).
Bayesian Knowledge Tracing (BKT) estimates the rate of learning. The Item Response Theory (IRT) understands the interaction of the student with different items in the field of psychometrics.
Some
of the popular adaptivity factors affecting its progress are:
1.Information
It helps define the confidence of students in learning material, their content preferences, and personal data details.
2. Behavior
It defines the time taken by the students to complete a specific task.
3. Performance
It tracks the student’s right or wrong answers across a specific module or session.
Conclusion
Hence, it is easy to understand all about adaptive learning solutions. These techniques enable students to learn in an interactive and highly customized environment. It eliminates the problems of traditional learning methods while offering ultimate benefits to the students and learning organizations. 50M 70M
