Declarative
knowledge is defined as the factual information stored in memory and known to
be static in nature. Other names, e.g. descriptive knowledge, propositional knowledge,
etc. are also given. It is the part of knowledge which describes how things
are. Things/events/processes, their attributes, and the relations between these
things/events/processes and their attributes define the domain of declarative
knowledge.
Procedural
knowledge is the knowledge of how to perform, or how to operate. Names such as
know-how are also given. It is said that one becomes more skilled in problem
solving when he relies more on procedural knowledge than declarative knowledge.
|
Procedural
knowledge
|
Declarative
knowledge
|
·
high efficiency
· low modifiability
· low cognitive adequacy (better for knowledge
engineers)
|
·
higher level of
abstraction
·
suitable for
indipendent facts
·
good modifiability
·
good readablity
·
good cognitive
matching (better for domain experts and end-users)
|
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ReplyDeleteProcedural Knowledge i.e means to incorporate on AI systems through procedures like LISP and PROLOG languages. Declarative Knowledge means to incorporate on AI systems through Declarative mechanisms like Semantic Nets., CD Diagrams., Frames and Scripts.
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