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):

  1. Reliance on problems to drive the curriculum - the problems do not test skills; they assist in development of the skills themselves.
  2. 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.
  3. Students solve the problems - teachers are coaches and facilitators.
  4. Students are only given guidelines for how to approach problems - there is no one formula for student approaches to the problem.
  5. 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".