Course detail
Natural Language Processing
FIT-ZPDAcad. year: 2010/2011
Not applicable.
Language of instruction
Czech, English
Mode of study
Not applicable.
Guarantor
Learning outcomes of the course unit
Not applicable.
Prerequisites
Not applicable.
Co-requisites
Not applicable.
Planned learning activities and teaching methods
Not applicable.
Assesment methods and criteria linked to learning outcomes
Not applicable.
Course curriculum
Not applicable.
Work placements
Not applicable.
Aims
Not applicable.
Specification of controlled education, way of implementation and compensation for absences
Not applicable.
Recommended optional programme components
Not applicable.
Prerequisites and corequisites
Not applicable.
Basic literature
Allen, J., Natural language understanding. 2nd ed. Redwood City : Benjamin/Cummings Publishing Company, 1995. ISBN 0-8053-0334-0.
Manning, C. D., Schütze, H., Foundations of Statistical Natural Language Processing, MIT Press, 1999, ISBN 0-262-13360-1.
Recommended reading
Hajičová, E., Panevová, J., Sgall, P., Úvod do teoretické a počítačové lingvistiky, sv. I., Teoretická lingvistika, Praha: Karolinum, 2002, ISBN 8024604701.
Mařík,V., Štěpánková,O., Lažanský, J. a kol.: Umělá inteligence (4), ACADEMIA Praha, 2003, ISBN 80-200-1044-0.
Classification of course in study plans
Type of course unit
Lecture
39 hod., optionally
Teacher / Lecturer
Syllabus
- Advanced methods of text categorization, document similarity
- Morphological analysis, inflective and derivational morphology, trie structure for dictionaries
- Methods of syntactic analysis for language modeling
- Probabilistic context-free analysis, automatic alignment, machine translation
- Lexical semantics, dictionaries vs. encyclopedias, compositionality
- The Semantic Web technologies, ontologies, OWL