Ontologies and Semantic Web

Vztahy:

Předmět BE4M36OSW nesmí být zapsán, je-li v témže semestru zapsán anebo již dříve absolvován předmět B4M33OSW (vztah je symetrický)

Garant předmětu:

Přednášející:

Cvičící:

Předmět zajišťuje:

katedra počítačů

Anotace:

The course „Ontologies and Semantic Web“ will guide students through current trends and technologies in the semantic web field. Students will learn designing complex ontologies, thesauri, formalizing them in a suitable formal language, querying them and creating semantic web applications on their top. The second part of the course will be devoted to the efficient management of ontological data and other selected topics.

Požadavky:

There are no formal requirements for enrollment. However, during

lectures and seminars the knowledge of the following topics is

anticipated - basics of relational databases, predicate logic

calculus and web technologies.

Osnova přednášek:

1. Evolution of the semantic web, semantic web stack

2. Semantic web languages - syntax and semantics of RDF, RDFS

3. Semantic web languages - syntax and semantics of OWL (2), SWRL

4. Semantic web languages - syntax and semantics of SPARQL

5. Ontological engineering, design and modeling of ontologies

6. Ontology design patterns

7. Ontology alignment and ontology matching

8. Thesauri, vocabularies, SKOS

9. Linked Data

10. Persistence of ontologies, triple stores, accessing ontologies

programatically

11. Semantic annotation of web content - microformats, RDF-A

12. Data integration on the semantic web, rule-based systems, selected applications

13. Semantic GIS, GeoSPARQL

14. Selected Topics

Osnova cvičení:

1. Introduction, organization, project assignment

2. Examples on RDF, RDFS, inferencing

3. Examples on OWL, SWRL, inferencing

4. Analysis and design of SPARQL queries

5. Ontology design - example in known domain and comparison to relational databases

6. Ontology design - application of design patterns

7. Examples on ontology matching, consultation on semestral project

8. Design of SKOS thesaurus

9. Linked Data tools

10. Sesame/Virtuoso

11. Design of semantically annotated web page, consultation on semestral project

12. Data integration on the semantic web, consultation on semestral project,

13. GeoSPARQL, consultation on semestral project

14. Submission of the assignment

Cíle studia:

Studijní materiály:

[1] Staab, S., Studer, R.: Handbook on ontologies. Springer, 2004

[2] Tom Heath and Christian Bizer (2011) Linked Data:Evolving the Web into a Global Data Space. Synthesis Lectures on the Semantic Web: Theory and Technology,1-136. Morgan & Claypool.

[3] Gómez-Pérez, A. Fernández-López, M. Corcho, O. Ontological Engineering. Springer Verlag 2003.

[4] Hitzler, P. Krötzsch, M. Rudolph S. Foundations of Semantic Web Technologies. Chapman & Hall/CRC, 2009, 455 pages, hardcover, ISBN: 9781420090505.

Poznámka:

Další informace:

Pro tento předmět se rozvrh nepřipravuje

Předmět je součástí následujících studijních plánů:

• Open Informatics - Data Science (povinný předmět oboru)