Semantic Knowledge Bases 2700-M-ZBD-D2SBW
Introduction to the concept of Semantic Networks
Standards of knowledge representation in a networked environment
Tools for accessing knowledge bases – SPARQL, AI
Engineering ontologies – concept, typology, examples
The concept of a knowledge graph
WordNet interfaces in English and Polish
Application of corpus data in various fields of knowledge
Creating your own linguistic corpora
Sketch Engine platform
Corpus software (AntConc, MonoConc)
Creating your own thematic glossaries
Course coordinators
Type of course
Learning outcomes
Upon completion of the course, the student will:
Knowledge
Understand the concept of a semantic knowledge base, the significance of ontologies and knowledge graphs.
Be familiar with the basics of corpus linguistics, multilingual corpus resources, and software for corpus analysis.
Skills
Be able to access selected knowledge base resources using SPARQL, as well as artificial intelligence.
Be able to interpret and apply the obtained results.
Be able to use corpus linguistics tools to create their own knowledge base and build a glossary in a chosen field.
Be able to interpret and apply results obtained from linguistic corpora.
Other Competences
Understand the importance and usefulness of open and linked data resources.
Recognize the need for self-education and the application of computational thinking.
Assessment criteria
Students complete assignments during the course that confirm mastery of the material, achievement of the intended skills, and understanding of the obtained results.
Grading Criteria
100% – 93.3% → 5
93% – 86.6% → 4.5
86% – 76.6% → 4
76% – 70% → 3.5
69% – 60% → 3
below 59% → 2
Bibliography
Allemang, Dean Hendler, James (2011) Semantic Web for the Working Ontologist: Effective Modeling in RDFS and OWL. Elsvier Science
Bernes Lee, Tim (2007) Future of the WEB
http://dig.csail.mit.edu/2007/03/01-ushouse-future-of-the-web.html
Bondecka-Krzykowska, Izabela (2016). Z zagadnień ontologicznych informatyki. Poznań: Wydawnictwo Naukowe UAM.
http://repozytorium.amu.edu.pl:8080/bitstream/10593/21597/2/Bondecka-Krzykowska_Z%20zagadnien%20ontologicznych%20informatyki_20_7_2016_SE.pdf
Duszak, Anna, Gajek, Elżbieta, Okulska, Urszula (2006) Korpusy w angielsko-polskim językoznawstwie kontrastywnym. Kraków: Universitas
Garbacz, Paweł, Trypuz, Robert (2012). Ontologie poza ontologią; Studium metateoretyczne u podstaw informatyki. Lublin: Wydawnictwo KUL.
Hunston, Susan (2002) Corpora in Applied Linguistics. Cambridge: Cambridge University Press
Kennedy, Graeme (1998) An Introduction to Corpus Linguistics. London: Longman
Lewandowska-Tomaszczyk, Barbara (2005). Podstawy językoznawstwa korpusowego Łódź: Wydawnictwo Uniwersytetu Łódzkiego.
Oakes, Michael. 2003. Statistics for corpus linguistic. Edinburgh: Edinburgh University Press
Roszkowski, Marcin (2010). Linked data - model danych powiązanych w semantic web. Zagadnienia Informacji Naukowej 2/96, 52-68. http://www.sbp.pl/wydawnictwa/archiwum_cyfrowe/pdf/?book_id=2191
Trypuz, Robert, Garbacz, Paweł (2007). Bity i byty. O pewnym mało znanym zastosowaniu ontologii. Filozofia Nauki rok XV, Nr 3(59) 121-140. https://www.fn.uw.edu.pl/index.php/fn/article/view/518/848
Zasoby internetowe: teksty, filmy instruktażowe i narzędzia odpowiednio do tematu.