00100	
00200	
00300	
00400	
00500	
00600	
00700	                         STANFORD UNIVERSITY
00800	
00900	                    COMPUTER  SCIENCE  DEPARTMENT
01000	
01100	                            SPRING,   1974
01200	
01300	
01400	                     CS 224   COURSE  SYLLABUS
01500	
01600	                   MODELS  OF  THOUGHT  PROCESSES
01700	
01800	                     (artificial intelligence)
01900	
02000	
     

00100	Agin, G. and Binford, T.  (1973)  Computer Description of Curved
00200	        Objects. Third Internatonal Joint Conference
00300	        on Artificial Intelligence, Advanced Papers pp 629-640.
00400	
00500	Colby, K. M. (1972) Turing-like Indistinguishablity Tests for the
00600	        Validation of a Computer Simulation of Paranoid Processes.
00700	        Artificial Intelligence, Vol. 3 (Winter, 1972).
00800	
00900	Feigenbaum, E. et al. (1971) On Generality and Problem Solving:
01000	        A Case Study Using the DENDRAL Program. (eds Meltzer and
01100	        Michie) Machine Intelligence 6,  pp 165-190.
01200	
01300	Fikes, R. E. et al (1972) Learning and Executing Generalized
01400	        Robot Plans.  Artificial Intelligece, Vol. 3 (Winter 1972).
01500	
01600	Minsky, M. and Papert, S. (1972) Artificial Intelligence Progress
01700	        Report.   MIT Project MAC, AI Memo 252. 
01800	
01900	Newell, A. (1965) Limitations of the Current Stock of Ideas about
02000	        Problem:Solving.  Proceedings of a Conference on Electronic
02100	        Information Handling,  pp. 195-208. (eds Kent and Taulbee)
02200	        New York:  Spartan.
02300	
02400	Newell, A. (1969)  Heuristic Programming: Ill-Structured Problems,
02500	        in (ed. Aronofsky, A.) Progress in Operations Research III,
02600	        John WIley and Sons.
02700	
02800	Newell, A. (1970) Remarks on the Relationship Between AI and
02900	Schank, R. and Colby, K. (1973) Computer Models of THought and
03000	        Learning. Freeman and Co.   
03100	
03200	        Cognitive Psychology, in (Banerji and Mesarovic, eds.)
03300	        THeoretical Approaches to Non-Numerical Problem Solving,
03400	        pp 363-400.  New York: Springer-Verlag Pub.
03500	
03600	Newell, Barnett, Forgie, Green, Licklider, Munson, Reddy, and
03700	        Woods (1971) Speech Understanding Systems: Final Report of a
03800	        Study Group.  Carnegie-Mellon University:  Computer Science
03900	        Department. Chaps. 1,2,3,4,5,6; Appendix A2.
04000	
04100	Nilsson, N. J. (1971) Problem-Solving Methods in Artificial Intelligence.
04200	        New York:  McGraw-Hill.
04300	        NOTE: This is the textbook for the course.
04400	
04500	Nilsson, N. J. (1974) Overview of AI. 
04600	        By special arrangement; will be distributed in mid-March.
04700	
04800	*Reddy, D. Raj, Erman, Fennell, an Neely (1973)  The HEARSAY Speech
04900	        Understanding System: An Example of the Recognition Process.
05000	        Third IJCAI,  pp. 185-193.
05100	
05200	*Reddy, Erman, an Neely (1973) A Model and a System for Machine
05300	        Recognition of Speech.  IEEE Transactons, Audio and
05400	        Electrostatics, Autumn, 21 (3) , June, 1973.
05500	
05600	Schank, R. and Colby, K. (1973) Computer Models of Thought and
05700	        Learning.  Freeman & Co.  Note: only the chapter
05800	        by Schank.
05900	
06000	Simon, H. (1973) Lessons from Perception for Chess-Playing Programs
06100	        (and vice versa), CMU Computer Science Research Review
06200	        1972-1973,  pp. 35-40.
06300	
06400	Winston, P. H. (1972)  The M.I.T. Robot,
06500	        Machine Intelligence 7, American Elsevier Pub., 
06600	        pp. 436-442 only.   ←←←←  note carefully
06700	
06800	Woods, W. A. and Makhoul, J. (1973) Mechnical Inference Problems in
06900	        Continuous Speech Understanding. Third IJCAI, pp.  200-207.
07000	
07100	Yakimovsky, Y. and Feldman, J. (1973) A Semantics-Based Decision
07200	        Theory Region Analyzer. Third IJCAI, Advanced Papers pp 580-8.
07300	
07400	
07500	In addition, attendance is required for the following films:
07600	        Motion & Vision
07700	        Pump
     

00100	
00200	        Supplementary Reading List:
00300	
00400	Coles, S. et al (1972) 
00500	        in Science, Nov. 10, 1972. 
00600	        This letter is a reply to Weizenbaum's attack on AI (see below).
00700	Dreyfus, H. (1972) What Computers Can't Do.   Harper & Row.
00800	
00900	Firschein, O., and Coles, S. (1973) Forecasting and Assessing the
01000	        Impact of Artificial Intelligence on Society.
01100	        Third IJCAI, pp. 105-120.
01200	
01300	Lighthill, Sir J. (1973) 
01400	
01500	
01600	Minsky, Marvin (1974) Frames.   M.I.T.
01700	        This will become available during April.
01800	
01900	MIT AI Memo 299 (1974) ARPA Proposal on Intelligent Automata and
02000	        Micro-automation.  Will become available sometime during term.
02100	
02200	Newell, A., and Moore, J. (1973) How Can MERLIN Understand?
02300	        Carnegie Mellon University, Computer Science Report,
02400	        Nov. 15, 1973.
02500	
02600	Slagle, J. R. (1971) Artificial Intelligence: The Heuristic Programming
02700	        Approach.   New York: McGraw Hill.  
02800	
02900	Weizenbaum, J. (1972) On the Impact of the Computer on Society.
03000	        or:  How Does One Insult a Machine.
03100	        in Science, May 12, 1972, pp. 609-614.
03200	
03300	Winograd, T. (1971) Procedures as a Representation for Data in a
03400	        Computer Program for Understanding Natural Language.
03500	        Ph. D. Thesis, M.I.T.
03600	
03700	
03800	In addition, the following films may be ready during the quarter:
03900	
04000	Raj Reddy's new film
04100	Winston's Vision film
04200	
     

00100	
00200	Stuff to do:
00300	
00400	1. Decide if the Schank article in JACM is better than his chapter.
00500	
00600	Get the Nilsson paper (mid-March)
00700	
00800	3. Get Minsky's Frames paper (April 1)
00900	
01000	4. Get Raj Reddy's and Pat Winston's new films.
01100	
01200	5. Try to find a copy of the Gunderson "Rock Game" article.
01300