The Life and Times of Candy

Case-based Reasoning…Me likey!

Posted by: Candice Henderson on: April 11, 2010

This week’s topic is one of my favorites, if not my favorite!   Why you might ask?  Well, I think it’s because I can relate more to the model and actually see myself utilizing it as an instructor than most of the other models.  Maybe it’s because I’m a straightforward type of person or maybe because I love when my instructors use this model in their classes.  Or it’s because I like putting myself into the situation to try and resolve the problem…very similar to the Anchored Instruction model that we studied a while back using instructional games.  Hey I’m all about education games and role-playing!

CBR is the process of solving new problems based on the solutions of similar past problems.  It has four steps:

1.  Retrieve – When given a target problem, the students retrieve cases from memory that are relevant to solving it. A case consists of a problem, its solution, and, typically, annotations about how the solution was derived.  For example, a student is given a case and they need to go through their memory to see if they have any prior experiences similar to the case presented.

2.  Reuse – Students map the solution from the previous case to the target problem which may involve adapting the solution as needed to fit the new situation.

3.  Revise – After having mapped the previous solution to the target situation, students test the new solution in the real world (or a simulation) and, if necessary, revise.

4.  Retain -After the solution has been successfully adapted to the target problem, the experience is “locked” into the students’ memory.

Take a look at the video below presented as a film murder mystery allegory on artificial intelligence.

Additional resources to help explain the theory:

http://videolectures.net/ijcai09_rubin_acbrthp/

http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.15.9093&rep=rep1&type=pdf

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4 Responses to "Case-based Reasoning…Me likey!"

Amazing post! Tell Kevin that this should at least accompany his lesson material for this lesson. Great use of entertaining and engaging material to teach about CBR! Thanks!!

[...] Case Based Research 17 04 2010 I don’t know if I can say anything better than what Candice shared on her blog about CBR. If you haven’t seen her blog yet, check it out: http://thelifeandtimesofcandy.wordpress.com/2010/04/11/case-based-reasoning-me-likey/#comment-16 [...]

I love your post! A+ for multimedia!

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