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ECTS:
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6
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Lecturers in charge:
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Prof. dr. sc.
Nikola Bogunović
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English level:
1,1,1
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All teaching activities in the course will be held on English. This level includes courses with multiple groups (i.e., all teaching will be held strictly in Croatian for Croatian groups, and strictly in English for English groups).
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Description:
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The notion and structure of a rational agent. Knowledge-based agents and problem solving paradigms. Physical symbol system hypothesis. Knowledge representation and reasoning mechanisms in predicate logic. Reduction to logic programs. Natural reasoning through rule-based representation and chaining inference. Current approaches to representing imperfect information. Probabilistic logic. Probabilistic and decision networks. Frames and semantic networks. Ontologies and knowledge on the Web.
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Literature:
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- R. J. Brachman and H. J. Levesque Knowledge Representation and Reasoning Morgan Kaufman, 2004.
- J. Sowa,Knowledge representation. Brooks/Cole, 2000.
- J. Davies, D. Fensel, F. van Harmelen, (Eds.), Towards the Semantic Web: Ontology-Driven Knowledge Management, J. Wiley, 2003.
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Zimski semester
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course for
Graduation study
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