PhD Seminar |
- D. Fensel: Problem-Solving Methods: Understanding, Development, Description, and Reuse, Springer, 2000
- D. Fensel and E. Motta: Structured Development of Problem Solving Methods, IEEE Transactions on Knowledge and Data Engineering, 13(6), 2001
- P. van Eck et. al: A Survey of Languages for Specifying Dynamics: a Knowledge Engineering Perspective, IEEE Transactions on Knowledge and Data Engineering, 13(3):462-496, 2001
- E. Börger and R. Stärk: Abstract State Machines: A Method for High-Level System Design and Analysis, Springer, 2003
- D. Fensel et. al: Lessons Learned from Applying AI to the Web, Journal of Cooperative Information Systems, 9(4), 2000
- K. Marx: Das Kapital, Chapter 1-5
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Knowledge Representation, Search, and Rules
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Knowledge Representation
- The Crowd: Knowledge Representation and Reasoning, wikipedia.org
- A. Newell: The Knowledge Level, AI 18:87-127, 1982, Sections 3 & 4
- R. J. Brachman: What's in a concept: structural foundations for semantic networks, Int. J. Man-Machine Studies, 9:127-152, 1977
- R. J. Brachman: What IS-A Is and Isn't: An Analysis of Taxonomic Links in Semantic Networks, IEEE Computer, 16(10), 1983
- D. Lenat & R. V. Guha: Building Large Knowledge-Based Systems: Representation and Inference in the Cyc Project, Addison-Wesley, January 1990, Sections 1 & 2
- TR. J. Brachman & H. J. Levesque (eds): Readings in Knowledge Representation, Section 4, Section 10, nbsp;Section 11
Search
- The Crowd: AI - Popular Search Algorithms, tutorialspoint.com
- R. Dechter & J. Pearl: Generalized best-first search strategies and the optimality of A*, Journal of the ACM 32(3): 505-536, 1985
- S. Russel & P. Norvig: AI : a modern approach, Prentice Hall, 2003, Section 6
- D.Fensel and M.Wiese: Refinement of Rule Sets with Jojo (short paper), In P.B. Brazdil (ed.), Machine Learning: ECML-93, Lecture Notes in artificial Intelligence, LNAI 667, Springer-Verlag, Berlin, 1993
Rules
- S. Russel & P. Norvig: AI : a modern approach, Prentice Hall, 2003, Section 7
- J.D. Ullman: Principles of Database and Knowledge-Base Systems, Volume I, Computer Science Press, 1988, Section 3
- J.D. Ullman: Principles of Database and Knowledge-Base Systems, Volume II, Computer Science Press, 1988, Sections 12 & 13
- R. J. Brachman & H. J. Levesque: Knowledge Representation and Reasoning, Morgan Kaufmann, 2004, Section 5,Section 7
- The Jboss Drools team: Drools Expert User Guide, docs.jboss.org, Sections 1, 2, 5, self study: 4 & 6
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