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	
00200	
00300	    There will be two textbooks required:
00400	
00500	Nilsson, N. J. (1971) Problem-Solving Methods in Artificial Intelligence.
00600	        New York:  McGraw-Hill.
00700	
00800	Schank, R. and Colby, K. (1973) Computer Models of Thought and
00900	        Learning.  Freeman & Co.  Note: only chapters 1,4,5,6 required.
     

00100	Falk.
00200	
00300	
00400	Feigenbaum, E. et al. (1971) On Generality and Problem Solving:
00500	        A Case Study Using the DENDRAL Program. (eds Meltzer and
00600	        Michie) Machine Intelligence 6,  pp 165-190.
00700	
00800	Fikes, R. E. et al (1972) Learning and Executing Generalized
00900	        Robot Plans.  Artificial Intelligece, Vol. 3 (Winter 1972).
01000	
01100	Minsky, M. and Papert, S. (1972) Artificial Intelligence Progress
01200	        Report.   MIT Project MAC, AI Memo 252. 
01300	
01400	Newell, Barnett, Forgie, Green, Licklider, Munson, Reddy, and
01500	        Woods (1971) Speech Understanding Systems: Final Report of a
01600	        Study Group.  Carnegie-Mellon University:  Computer Science
01700	        Department. Chaps. 1,4; Appendix A2.
01800	
01900	*Reddy, D. Raj, Erman, Fennell, an Neely (1973)  The HEARSAY Speech
02000	        Understanding System: An Example of the Recognition Process.
02100	        Third IJCAI,  pp. 185-193.
02200	
02300	Samuel, A. (1967) Some Studies in Machine Learning Using the Game of
02400	        Checkers. II -- Recent Progress,  in the IBM Journal of
02500	        Research and Development, Vol. 11, No. 6, November, 1967,
02600	        pp. 601-617.
02700	
02800	Simon, H. (1973) Lessons from Perception for Chess-Playing Programs
02900	        (and vice versa), CMU Computer Science Research Review
03000	        1972-1973,  pp. 35-40.
03100	
03200	Winston, P. H. (1972)  The M.I.T. Robot,
03300	        Machine Intelligence 7, American Elsevier Pub., 
03400	        pp. 436-442 only.   ←←←←  note carefully
03500	
03600	Woods, W. A. and Makhoul, J. (1973) Mechnical Inference Problems in
03700	        Continuous Speech Understanding. Third IJCAI, pp.  200-207.
03800	
03900	
04000	In addition, attendance is required for the following films:
04100	        Motion & Vision (November, 1972) Suzanne Kandra. 22 minutes.
04200	        Automated Pump Assembly (APril, 1973) Paul and Pingle. 7 min.
     

00100	
00200	        Supplementary Reading List:
00300	
00400	Agin, G. and Binford, T.  (1973)  Computer Description of Curved
00500	        Objects. Third Internatonal Joint Conference
00600	        on Artificial Intelligence, Advanced Papers pp 629-640.
00700	
00800	Coles, S. et al (1972) 
00900	        in Science, Nov. 10, 1972. 
01000	        This letter is a reply to Weizenbaum's attack on AI (see below).
01100	Dreyfus, H. (1972) What Computers Can't Do.   Harper & Row.
01200	
01300	Firschein, O., and Coles, S. (1973) Forecasting and Assessing the
01400	        Impact of Artificial Intelligence on Society.
01500	        Third IJCAI, pp. 105-120.
01600	
01700	Lighthill, Sir J. (1973) 
01800	
01900	
02000	McCarthy, J. and Hayes, P. (1969) Some Philosophical Problems from
02100	        the Standpoint of AI.  Machine Intelligence 4 (eds Meltzer 
02200	        and Michie) pp. 463-502. Edinburgh University Press.
02300	
02400	Minsky, Marvin (1974) Frames.   M.I.T.
02500	        This will become available during April.
02600	
02700	MIT AI Memo 299 (1974) ARPA Proposal on Intelligent Automata and
02800	        Micro-automation.  Will become available sometime during term.
02900	
03000	Newell, A., and Moore, J. (1973) How Can MERLIN Understand?
03100	        Carnegie Mellon University, Computer Science Report,
03200	        Nov. 15, 1973.
03300	
03400	Newell, A. (1965) Limitations of the Current Stock of Ideas about
03500	        Problem:Solving.  Proceedings of a Conference on Electronic
03600	        Information Handling,  pp. 195-208. (eds Kent and Taulbee)
03700	        New York:  Spartan.
03800	
03900	Newell, A. (1969)  Heuristic Programming: Ill-Structured Problems,
04000	        in (ed. Aronofsky, A.) Progress in Operations Research III,
04100	        John WIley and Sons.
04200	
04300	Newell, A. (1970) Remarks on the Relationship Between AI and
04400	        Cognitive Psychology, in (Banerji and Mesarovic, eds.)
04500	        THeoretical Approaches to Non-Numerical Problem Solving,
04600	        pp 363-400.  New York: Springer-Verlag Pub.
04700	
04800	Nilsson, N. J. (1974) Overview of AI. 
04900	        By special arrangement; will be distributed in mid-March.
05000	
05100	*Reddy, Erman, and Neely (1973) A Model and a System for Machine
05200	        Recognition of Speech.  IEEE Transactons, Audio and
05300	        Electrostatics, Autumn, 21 (3) , June, 1973.
05400	
05500	Slagle, J. R. (1971) Artificial Intelligence: The Heuristic Programming
05600	        Approach.   New York: McGraw Hill.  
05700	
05800	Weizenbaum, J. (1972) On the Impact of the Computer on Society.
05900	        or:  How Does One Insult a Machine.
06000	        in Science, May 12, 1972, pp. 609-614.
06100	
06200	Winograd, T. (1971) Procedures as a Representation for Data in a
06300	        Computer Program for Understanding Natural Language.
06400	        Ph. D. Thesis, M.I.T.
06500	
06600	Yakimovsky, Y. and Feldman, J. (1973) A Semantics-Based Decision
06700	        Theory Region Analyzer. Third IJCAI, Advanced Papers pp 580-8.
06800	
06900	
07000	In addition, the following films may be seen during the quarter:
07100	
07200	Raj Reddy's new film
07300	Winston's Vision film
07400	
     

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