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Case-based Reasoning Challenge
What is a case?
a negative example
an individual experience
a positive example
a prototypical event
How is a case stored?
as a hash table
as a list of attributes
as an enumeration
as a biderectional graph
as a field of a record
How can the similarity of two cases be determined?
with the Euclidean distance
with a fuzzy set
with the average distance
with triangulation of cases
Why can it happen that a case must be adapted?
because a case cannot be applied to an actual problem
because the user has asked for an adaptation
because a case was destroyed by another user
because the execution of the case was not successful
Why does a case-based system requires a domain model?
because the domain model explains the solution to the user
because a domain model helps to adapt and to repair cases
because the domain is required to define the range of attributes
because the domain of the application must be defined
What is a repair of a case?
a synchronization between problem and case
a change of the values of attributes
a repair of the structure of a case
a repair of the storage of the case
Why does a case-based reasoning system applies a weighting function?
to reflect the different importance of attributes
to describe how often a case was reused
to show the relevance of a case
to let a user describe which solution is best
What is the difference between inductive and case-based reasoning?
in case-based reasoning no abstraction is required
case-based reasoning delivers always a correct solution
case based reasoning has no cold start problem
case-based reasoning is faster than inductive reasoning
What kind of learning implements case-based reasoning?
deductive learning
incremental learning
explanation-based learning
abductive learning
What are the advantages of case-based reasoning?
it integrates learning and problem solving
it allows to show a user different solutions
it offers a better user interface
it offers fault tolerance
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