Constructing a personalized learning path using genetic algorithms approach

Understand

A substantial disadvantage of traditional learning is that all students follow the same learning sequence, but not all of them have the same background of knowledge, the same preferences, the same learning goals, and the same needs.

• Traditional teaching resources, such as textbooks, in most cases pursue students to follow fixed sequences during the learning process, thus impairing their performance.
• Learning sequencing is an important research issue as part of the learning process because no fixed learning paths will be appropriate for all learners.
• For this reason, many research papers are focused on the development of mechanisms to offer personalization on learning paths, considering the learner needs, interests, behaviors, and abilities.