| MEDI Introduction to Knowledge Processing | Course | INF | |
|---|---|---|---|
| Lecturers : |
Prof. Dr.-Ing. Jochen Heinsohn
eMail
|
Term | 4 |
| Course Classification : | Medizininformatik, Wahlpflicht Katalog B-MED-INF | CH | 4 |
| Language : | Deutsch/Englisch | Type | VÜ |
| Type of examination : | PL | Credits | 5 |
| Method of evaluation : | written examination 120 min | ||
| Requirements : | |||
| Cross References : | |||
| Previous knowledges : | |||
| Aids and special features : | Mode of assessment Pass at course examination Graded: yes Continuous Evaluation for assignments. Overall grade is the course examination grade. | ||
| Teaching aims : | Students will know the basics of information processing and artificial intelligence (AI) as well as their practical applications in computer science and media. They will learn how to apply, construct and implement relevant processes and algorithms, including estimating and judging their performance. | ||
| Contents : | Introduction to AI, search procedures (esp. heuristic), rule-based knowledge representation (forward and backward chaining), derivative tree, conflicts, metarules), logic-based knowledge representation, expert systems and tools, introduction to soft computing, uncertainties and ambiguity, security factors, fuzzy logic, time-knowledge and temporal inference and machine learning. | ||
| Literature : | Boersch I., Heinsohn J., Socher R.: Wissensverarbeitung - Eine Einführung in die KI, Spektrum, 2. Auflage, 2007 Spreckelsen, C., Spitzer, K.: Wissensbasen und Expertensysteme in der Medizin: KI-Ansätze zwischen klinischer Entscheidungsunterstützung und medizinischem Wissensmanagement, Vieweg+Teubner, 2008 Lämmel U., Cleve J.: Künstliche Intelligenz, 3. Auflage, Hanser Fachbuch, 2008 Russell S., Norvig P.: Artificial Intelligence: A Modern Approach, (3rd Edition), 2009 | ||