Data Mining : Learning Approach
Focus is on studying and learning (not on teaching and examining)
The course uses a variant of problem-based learning approach, where learning is motivated and guided by complex problems presented by the teachers
- Students are then in charge of learning:
- Identification of what they need and want to learn to solve the problem
- Studying the material and applying it
- Learning from others and helping others learn
- Discussing and synthesizing the results
- Introspection of learning and further learning needs
- Teachers and learning objectives(!) give guidance and help
- Teachers are available in person during the course meeting times
- No fixed lectures or exercises, teaching will be organized on demand
Problem-based learning (PBL)
Characteristics (from http://www.queensu.ca/ctl/goodpractice/problem/course.html):
- Reliance on problems to drive the curriculum - the problems do not test skills; they assist in development of the skills themselves.
- The problems are truly ill-structured - there is not meant to be one solution, and as new information is gathered in a reiterative process, perception of the problem, and thus the solution, changes.
- Students solve the problems - teachers are coaches and facilitators.
- Students are only given guidelines for how to approach problems - there is no one formula for student approaches to the problem.
- Authentic, performance based assessment - is a seamless part and end of the instruction.
For more information on problem-based learning, see e.g. http://www.queensu.ca/ctl/goodpractice/problem/index.html, especially sections "What is PBL", "Why PBL", and "the PBL learning process".