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