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Title: Expert Systems

Presentation By:
Muhammad Aamir
Roll no:03
Expert Systems
“..An intelligent computer program that uses
knowledge and inference procedures to solve
problems that are difficult enough to require
significant human expertise for their solution..”
(Feigenbaum 1982)
Expert System
Basic concept of expert system :
 User supplies facts or other information to the expert system
and receives expert advice or expertise in response.
Internally, the expert system consists of two main components :
 the knowledge-base contains the knowledge
 the inference engine draws conclusions from the knowledge
Expert System

User

Facts
Expertise

Inference Engine
Knowledge-base
Expert System
Functionality
• Assist human expert when integrating various decisions
• Replace human expert decision making when not available
Expert systems : programming computers to make decisions in
real-life situations (for example, some expert systems help doctors
diagnose diseases based on symptoms)
Applications of Expert Systems

Peachtree:
Used by accountant for
making Database,
Financial documents
Applications of Expert Systems
PUFF:
Medical system
for diagnosis of
respiratory conditions

PROSPECTOR:
Used by geologists to
identify sites for
drilling or mining
Components of an Expert System
• The knowledge base is the collection of facts
and rules which describe all the knowledge
about the problem domain
• The inference engine is the part of the
system that chooses which facts and rules to
apply when trying to solve the user’s query
• The user interface is the part of the system
which takes in the user’s query in a readable
form and passes it to the inference engine. It
then displays the results to the user.
Why use Expert Systems?
• Experts are not always
available. An expert system
can be used anywhere, any
time.
• Human experts are not
100% reliable or consistent
• Experts may not be good at
explaining decisions
• Cost effective
Problems with Expert Systems
• Limited domain
• Systems are not always
up to date, and don’t
learn
• No “common sense”
• Experts needed to setup
and maintain system
Limitations of Expert
Systems
• Limited to relatively narrow problems
• Cannot readily deal with “mixed”
knowledge
• Possibility of error
• Cannot refine own knowledge base
• Difficult to maintain
• May have high development costs
• Raise legal and ethical concerns
Any Queries

?

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Expert system (mis)

  • 1. Title: Expert Systems Presentation By: Muhammad Aamir Roll no:03
  • 2. Expert Systems “..An intelligent computer program that uses knowledge and inference procedures to solve problems that are difficult enough to require significant human expertise for their solution..” (Feigenbaum 1982)
  • 3. Expert System Basic concept of expert system :  User supplies facts or other information to the expert system and receives expert advice or expertise in response. Internally, the expert system consists of two main components :  the knowledge-base contains the knowledge  the inference engine draws conclusions from the knowledge Expert System User Facts Expertise Inference Engine Knowledge-base
  • 4. Expert System Functionality • Assist human expert when integrating various decisions • Replace human expert decision making when not available Expert systems : programming computers to make decisions in real-life situations (for example, some expert systems help doctors diagnose diseases based on symptoms)
  • 5. Applications of Expert Systems Peachtree: Used by accountant for making Database, Financial documents
  • 6. Applications of Expert Systems PUFF: Medical system for diagnosis of respiratory conditions PROSPECTOR: Used by geologists to identify sites for drilling or mining
  • 7. Components of an Expert System • The knowledge base is the collection of facts and rules which describe all the knowledge about the problem domain • The inference engine is the part of the system that chooses which facts and rules to apply when trying to solve the user’s query • The user interface is the part of the system which takes in the user’s query in a readable form and passes it to the inference engine. It then displays the results to the user.
  • 8. Why use Expert Systems? • Experts are not always available. An expert system can be used anywhere, any time. • Human experts are not 100% reliable or consistent • Experts may not be good at explaining decisions • Cost effective
  • 9. Problems with Expert Systems • Limited domain • Systems are not always up to date, and don’t learn • No “common sense” • Experts needed to setup and maintain system
  • 10. Limitations of Expert Systems • Limited to relatively narrow problems • Cannot readily deal with “mixed” knowledge • Possibility of error • Cannot refine own knowledge base • Difficult to maintain • May have high development costs • Raise legal and ethical concerns