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Case-based Reasoning Challenge
What is a case?
a prototypical event
a negative example
a positive example
an individual experience
How is a case stored?
as a biderectional graph
as a list of attributes
as a hash table
as an enumeration
as a field of a record
How can the similarity of two cases be determined?
with a fuzzy set
with the average distance
with triangulation of cases
with the Euclidean distance
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 a domain model helps to adapt and to repair cases
because the domain model explains the solution to the user
because the domain of the application must be defined
because the domain is required to define the range of attributes
What is a repair of a case?
a repair of the structure of a case
a synchronization between problem and case
a repair of the storage of the case
a change of the values of attributes
Why does a case-based reasoning system applies a weighting function?
to reflect the different importance of attributes
to let a user describe which solution is best
to show the relevance of a case
to describe how often a case was reused
What is the difference between inductive and case-based reasoning?
case based reasoning has no cold start problem
in case-based reasoning no abstraction is required
case-based reasoning is faster than inductive reasoning
case-based reasoning delivers always a correct solution
What kind of learning implements case-based reasoning?
explanation-based learning
abductive learning
deductive learning
incremental learning
What are the advantages of case-based reasoning?
it integrates learning and problem solving
it offers a better user interface
it allows to show a user different solutions
it offers fault tolerance
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