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