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Lecturer(s)
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Müller Luděk, Prof. Ing. Ph.D.
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Zelinka Jan, Ing. PhD.
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Course content
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Characteristics of expert systems (ES), expert system structure. Phases in expert system development. People involved in an expert system project. Knowledge representation: rules, semantic network, frames, logic. Inference techniques, forward-chaining, backward-chaining, search techniques, nonmonotonic inference. Inexact reasoning: Bayesian approach, certainty theory, fuzzy logic, Dempster-Shafer theory. Design of rule-based and frame-based systems. Knowledge aquisition, knowledge engineering. Expert system development tools and software. Development of expert-systems with the Fuzzy CLIPS and EXSYS Professional development package.
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Learning activities and teaching methods
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Lecture
- Graduate study programme term essay (40-50)
- 40 hours per semester
- Preparation for an examination (30-60)
- 30 hours per semester
- Preparation for comprehensive test (10-40)
- 21 hours per semester
- Contact hours
- 65 hours per semester
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| prerequisite |
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| Knowledge |
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| to have basic knowledge of theory of probability |
| to have knowledge of artificial intelligence methods. |
| Skills |
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| programovat alespoň v jedenom programovacím nebo skriptovacím jazyku |
| používat logické myšlení |
| rychle psát |
| být schopen napsat ručně psaný text testu |
| Competences |
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| N/A |
| N/A |
| N/A |
| learning outcomes |
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| Knowledge |
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| to apply knowledge engineering methods |
| to develop expert systems |
| Skills |
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| logicky uvažovat |
| zapsat kód v programovacím či skriptovacím jazyce |
| analyticky myslet |
| Competences |
|---|
| N/A |
| N/A |
| zapsat kód programovacího či skriptovacího jazyka |
| teaching methods |
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| Knowledge |
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| Lecture |
| Lecture supplemented with a discussion |
| Seminar |
| Skills |
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| Seminar |
| Individual study |
| Task-based study method |
| Competences |
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| Lecture |
| Seminar |
| One-to-One tutorial |
| assessment methods |
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| Knowledge |
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| Oral exam |
| Test |
| Seminar work |
| Skills |
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| Oral exam |
| Test |
| Seminar work |
| Competences |
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| Test |
| Seminar work |
| Oral exam |
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Recommended literature
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Durkin, John. Expert systems : design and development. Macmillan Publishing Company : New York, 1994. ISBN 0-02-330970-9.
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Kepka, Jiří; Psutka, Josef. Expertní systémy : Umělá inteligence. 1.vyd. Plzeň : ZČU, 1994. ISBN 80-7082-135-3.
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