====== Advanced Methods for Knowledge Representation (AE4M33RZN) ======

This course aims to deepen understanding of knowledge representation principles beyond the predicate logic formalism. Firstly, the course presents **ontologies** and **description logic**, the principle elements of **semantic web**. Then, attention will be paid to statements whose validity varies in time. **Uncertainty** makes the next issue to be discussed. Fuzzy description logic combines **fuzzy logic** with description logics and allows to deal with imprecise and vague concepts. **Probabilistic graphical models** offer another way to represent uncertain domains. They associate the classical probabilistic theory with the graph theory that enables qualitative modeling. The course builds on the basic principles acquired in [[http://www.fel.cvut.cz/education/bk/predmety/02/82/p28204.html|AE4B33ZUI]].

===== News =====
  * 4.9.2015: The initial 2015/16 course schedulle page released.

===== Course information =====

  * Guarantor: [[http://labe.felk.cvut.cz/~klema/|Jiří Kléma]]
  * Lecturers: [[https://cyber.felk.cvut.cz/department/people/person/?id=199&lang=en|Petr Křemen]], [[http://ida.felk.cvut.cz/ida/members|Radek Černoch]], [[http://labe.felk.cvut.cz/~klema/klema.html|Jiří Kléma]]
  * Course Assistants: [[https://cyber.felk.cvut.cz/department/people/person/?id=199&lang=en|Petr Křemen]], [[http://ida.felk.cvut.cz/ida/members|Radek Černoch]], [[http://labe.felk.cvut.cz/~klema/klema.html|Jiří Kléma]]
  * [[https://cw.felk.cvut.cz/doku.php/courses/ae4m33rzn/evaluation|Requirements and evaluation]].
  * [[https://cw.felk.cvut.cz/doku.php/courses/ae4m33rzn/program|Program and content of lectures and tutorials]].

===== Links =====

  * [[https://www.fel.cvut.cz/cz/education/rozvrhy-ng.B161/public/cz/predmety/12/58/p12584104.html|Class schedule]].
  * [[http://www.fel.cvut.cz/education/bk/predmety/12/82/p12823404.html|Course syllabus]].
  * [[https://cw.felk.cvut.cz/forum/forum-810.html|Discussion forum]].
  * [[https://cw.felk.cvut.cz/upload/|Assignments uploading]].