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605451 Artificial Intelligence Chapter 1 –Part 1 Artificial Intelligence Dr.Hassan Al-Tarawneh
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What you will learn:: Knowledge about A.I Real things about A.I (no more moronic + movies thoughts) How weak we are..compared to our Creator.
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My Expectation:: Always be prepared. Read..read. read… Minimize absenteeism Think beyond (no more spoon feeding) Always submit your works!
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A.I ? “The Terminator III: TX and T100” “I,Robot”: NS5 Sunny “Artificial Intelligence”: David “Star Wars”: R2D2 & C3PO
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A.I ? Fictions ? ~ computer program that wipes out humanity, intelligent robotics ?, movies (The Terminator 3, I Robot, HAL 2000 – The Space Odyssey, AI,..), Artificial Insemination ?, or Avian Influenza? Bunch of academia works ~ who cares? Being God? Artificial (a:tfiil) “made or produced by man in imitation of something natural”. Intelligence (/intelid3entsie) “power of learning, understanding & reasoning + mental ability”
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A.I : for dummies! John McCarthy (1956) “a mechanical system capable to perform actions for human deemed to be intelligent” Elaine Rich (1991) “the science of how to make computer/machine do things, at this moment, human do better” Michael Negbevitsky (2002) “in which we consider what it means to be intelligent and whether machines could be such a thing” Azizi Ab Aziz (2002) “inspired by nature, engineered by us”
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AI: The Past Greek philosophers - Plato (428-248 BC), Aristotle (384-322 BC), Diogenes (400-325 BC) logics, philosophy of mind. Muslim mathematician – Al-Khawarizmi (800-840) work in algorithm and algebra. Descartes (1596-1650), Leibniz (1646-1716), Kant (1724-1804) works in conceptual and philosophy in intelligence. Babbage (1792-1871) works in Difference Engine, and Ada Lovelace (1815-1852) ~ first programmer!
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AI: The Birth McCulloch and Pitts (1943) neural computation “a logical calculus for the ideas of immanent in nervous activity”. Turing (1950) The Turing Test : “Computing Machinery and Intelligence” Shannon (1950) “The Chess Playing Computer” Dartmouth Conference (1956) coined the term of “Artificial Intelligence” : Father of AI John McCarthy. Newell and Simon (1956) General Problem Solver. Cancellation of machine translation project by US government (1969)
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AI: The Renaissance The emergence of knowledge based system @ expert systems (1969-1980) DENDRAL, MYCIN & … etc! The birth of artificial neural networks (1986- present) The birth of genetic algorithm (Holland, 1972; Schewfel, 1995) The emergence of intelligent agents, swarm intelligence (1995 – present) Chess playing computer – Deep Blue II beats Kasparov (1997) Sociable and Affective Computing (1997 –present)
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AI: The Fundamental Artificial Intelligence Augmentation of Human Abilities Understand Human Mind Engineering, mathematics, economics, computer science, operational research. Cognitive science, developmental psychology, linguistic, philosophy.
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Augmenting Human Abilities To develop intelligent system that capable to diagnose, to recognize, to predict, to reason, …..etc (as human counterparts) Example: biometrics, speech recognition, decision support system, image recognition, etc. Car Plate Recognition System Power Transformer Fault Detection
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Understanding Human Mind To model how our mind works. – for better human- machine interaction, understand mental related disorder, coordination. E.g: humanoid COG from AI Lab MIT, Infanoid from Japan. COG: to understand human social interaction INFANOID: to understand infant-adult interaction
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AI: The Essences Reasoning, pattern recognition, learning or some other form of inference. Focus on problems which is non-algorithmic (heuristics). Attempt to deal with semantic meaning @ syntactic form. Answer that are neither exact / optimal form ~ sense of sufficient. Using meta-knowledge to solve problem.
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14 Artificial Intelligence “Branch of computer science that studies the human thinking process, and to imitiate and represent the process into computer programs“
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15 How do we classify research as AI?
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16 Branches of AI AI Tree Linguistics Psychology Philosophy Electrical Engineering Management & Management Science Computer Science Intelligent Tutor Expert System Natural Language Processing Automatic Programming Machine Learning Speech Understanding Robotic Game Playing Neural Network Fuzzy Logic Genetic Algorithm Computer Vision
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17 MS Word + office assistant www.google.com Hotmail junk mail filtering Samsung fuzzy logic washing machine Applications using AI Asimo
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Daily Applications GOOGLE : self-organizing searching engine (web mining). Microsoft Word: office assistant (intelligent agent + decision theoretic reasoning), spelling checker (natural language processing). Washing Machine: automated setting (neural networks and fuzzy logic). Digital camera (Sony) with DVD burner: image stabilizer (neural networks and fuzzy logic). Hotmail, Yahoo e-mail spam filtering: data mining.
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Daily Applications MS Word + office assistant www.google.com Hotmail junk mail filtering Samsung fuzzy logic washing machine
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Suggested Reading Russell and Norvig (2003). Artificial Intelligence: A Modern Approach 2 nd Edition, Pearson Education, pp. 1-30. McCarthy, J. (2004). Retrieved from internet: http://www-formal.stanford.edu/jmc/whatisai/whatisai.html Luger, G. (2005). Artificial Intelligence: Structures and Strategies for Complex Problem Solving, Addison-Wesley, pp. 1-30. “Computing Machinery and Intelligence” – A Quarterly Review of Philosophy and Psychology. Retrieved from: http://www.abelard.org/turpap/turpap.htm
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