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2/18/2013      Artificial Intelligence   2
ARTIFICIAL INTELLIGENCE
Intelligence Behavior
  the ability to learn from experiences and
      apply knowledge acquired from
   experience, handle complex situations,
      solve problems when important
 information is missing, determine what is
important, react quickly and correctly to a
 new situation, understand visual images,
    process and manipulate symbols, be
     creative and imaginative, and use
                   heuristics.
4 Views of AI

        Think like humans                          Think rationally




            Act like humans                        Act rationally


2/18/2013                     Artificial Intelligence                 5
Turing Test
(developed by Alan Turing, a British Mathematician)


      attempts to determine whether the
       responses from a computer with
   intelligent behavior are indistinguishable
         from responses from a human.
Specific characteristics of intelligent behavior:

            – Learn from experience and apply the knowledge acquired from
              experience.
            – Handle complex situations.
            – Solve problems when important information is missing.
            – Determine what is important.
            – React quickly and correctly to a new situation.
            – Understand visual images.
            – Process and manipulate symbols.
            – Be creative and imaginative.
            – Use heuristics.




2/18/2013                           Artificial Intelligence                 7
The difference between Natural and Artificial Intelligence
                               Attributes                                Natural        Artificial
                                                                         Intelligence   Intelligence
                                                                         (Human)        (Machine)

  The ability to use sensors (eyes, ears, touch, smell)                  HIGH           LOW

  The ability to be creative and imaginative                             HIGH           LOW

  The ability to learn from experience                                   HIGH           LOW

  The ability to be adaptive                                             HIGH           LOW

  The ability to afford the cost of acquiring intelligence               HIGH           LOW

  The ability to use a variety of information source                     HIGH           HIGH

  The ability to acquire large amount of external information            HIGH           HIGH

  The ability to make complex calculations                               LOW            HIGH

  The ability to transfer information                                    LOW            HIGH

  The ability to make a series of calculations rapidly and accurately    LOW            HIGH



2/18/2013                                      Artificial Intelligence                                 8
Major Branches of
            Artificial Intelligence



                    VISION        LEARNING
                   SYSTEMS         SYSTEMS

        ROBOTICS
                                                                    EXPERT
                                                                   SYSTEMS


                                                         NEURAL
                    NATURAL LANGUAGE                    NETWORKS
                       PROCESSING


2/18/2013                     Artificial Intelligence                        9
Major Branches of Artificial Intelligence
  1. Robotics

  Involve developing mechanical or
  computer devices that perform
  tasks requiring a high degree of
  precision or that are hazardous for
  humans.




2/18/2013                   Artificial Intelligence   10
2. Vision Systems

    Include hardware and software
    that permit computers to
    capture, store, and manipulate
    visual images and pictures.




2/18/2013                   Artificial Intelligence   11
3. Natural language processing
  Computers understand and react to statements and commands made in a
  “natural” language, such as English.

  4. Learning system
  Computer changes how it functions or reacts to situations based on feedback.

  5. Neural network
  Computer system that can act like or simulate the functioning of the human
  brain.

  6. Expert Systems
  Consists of hardware and software that stores knowledge and makes inferences,
  similar to a human expert.




2/18/2013                           Artificial Intelligence                       12
Ethics of AI
            – People might lose their jobs to automation.
            – People might lose their sense of being unique.
            – People might lose some of their privacy rights.
            – The use of AI systems might result in a loss of
              accountability.
            – The success of AI might mean the end of the human
              race.




2/18/2013                          Artificial Intelligence        13
AI Applications
   AI techniques are used in many common applications; just a sample
            –   Intelligent user interfaces
            –   Search Engines
            –   Spell/grammar checkers
            –   Context sensitive help systems
            –   Medical diagnosis systems
            –   Regulating/Controlling hardware devices and processes (e.g, in automobiles)
            –   Voice/image recognition (more generally, pattern recognition)
            –   Scheduling systems (airlines, hotels, manufacturing)
            –   Error detection/correction in electronic communication
            –   Program verification / compiler and programming language design
            –   Web search engines / Web spiders
            –   Web personalization and Recommender systems (collaborative/content filtering)
            –   Personal agents
            –   Customer relationship management
            –   Credit card verification in e-commerce / fraud detection
            –   Data mining and knowledge discovery in databases
            –   Computer games



2/18/2013                                    Artificial Intelligence                            14
2/18/2013   Artificial Intelligence   15
2/18/2013   Artificial Intelligence   16
2/18/2013   Artificial Intelligence   17

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Artificial intelligence

  • 1.
  • 2. Presented by, 2/18/2013 Artificial Intelligence 2
  • 4. Intelligence Behavior the ability to learn from experiences and apply knowledge acquired from experience, handle complex situations, solve problems when important information is missing, determine what is important, react quickly and correctly to a new situation, understand visual images, process and manipulate symbols, be creative and imaginative, and use heuristics.
  • 5. 4 Views of AI Think like humans Think rationally Act like humans Act rationally 2/18/2013 Artificial Intelligence 5
  • 6. Turing Test (developed by Alan Turing, a British Mathematician) attempts to determine whether the responses from a computer with intelligent behavior are indistinguishable from responses from a human.
  • 7. Specific characteristics of intelligent behavior: – Learn from experience and apply the knowledge acquired from experience. – Handle complex situations. – Solve problems when important information is missing. – Determine what is important. – React quickly and correctly to a new situation. – Understand visual images. – Process and manipulate symbols. – Be creative and imaginative. – Use heuristics. 2/18/2013 Artificial Intelligence 7
  • 8. The difference between Natural and Artificial Intelligence Attributes Natural Artificial Intelligence Intelligence (Human) (Machine) The ability to use sensors (eyes, ears, touch, smell) HIGH LOW The ability to be creative and imaginative HIGH LOW The ability to learn from experience HIGH LOW The ability to be adaptive HIGH LOW The ability to afford the cost of acquiring intelligence HIGH LOW The ability to use a variety of information source HIGH HIGH The ability to acquire large amount of external information HIGH HIGH The ability to make complex calculations LOW HIGH The ability to transfer information LOW HIGH The ability to make a series of calculations rapidly and accurately LOW HIGH 2/18/2013 Artificial Intelligence 8
  • 9. Major Branches of Artificial Intelligence VISION LEARNING SYSTEMS SYSTEMS ROBOTICS EXPERT SYSTEMS NEURAL NATURAL LANGUAGE NETWORKS PROCESSING 2/18/2013 Artificial Intelligence 9
  • 10. Major Branches of Artificial Intelligence 1. Robotics Involve developing mechanical or computer devices that perform tasks requiring a high degree of precision or that are hazardous for humans. 2/18/2013 Artificial Intelligence 10
  • 11. 2. Vision Systems Include hardware and software that permit computers to capture, store, and manipulate visual images and pictures. 2/18/2013 Artificial Intelligence 11
  • 12. 3. Natural language processing Computers understand and react to statements and commands made in a “natural” language, such as English. 4. Learning system Computer changes how it functions or reacts to situations based on feedback. 5. Neural network Computer system that can act like or simulate the functioning of the human brain. 6. Expert Systems Consists of hardware and software that stores knowledge and makes inferences, similar to a human expert. 2/18/2013 Artificial Intelligence 12
  • 13. Ethics of AI – People might lose their jobs to automation. – People might lose their sense of being unique. – People might lose some of their privacy rights. – The use of AI systems might result in a loss of accountability. – The success of AI might mean the end of the human race. 2/18/2013 Artificial Intelligence 13
  • 14. AI Applications AI techniques are used in many common applications; just a sample – Intelligent user interfaces – Search Engines – Spell/grammar checkers – Context sensitive help systems – Medical diagnosis systems – Regulating/Controlling hardware devices and processes (e.g, in automobiles) – Voice/image recognition (more generally, pattern recognition) – Scheduling systems (airlines, hotels, manufacturing) – Error detection/correction in electronic communication – Program verification / compiler and programming language design – Web search engines / Web spiders – Web personalization and Recommender systems (collaborative/content filtering) – Personal agents – Customer relationship management – Credit card verification in e-commerce / fraud detection – Data mining and knowledge discovery in databases – Computer games 2/18/2013 Artificial Intelligence 14
  • 15. 2/18/2013 Artificial Intelligence 15
  • 16. 2/18/2013 Artificial Intelligence 16
  • 17. 2/18/2013 Artificial Intelligence 17