Παρουσίαση/Προβολή
Τεχνολογίες Γνώσεων
(M164) - Εμμανουήλ Κουμπαράκης
Περιγραφή Μαθήματος
Instructors
Teaching Assistants
George Stamoulis
Despina-Athanasia Pantazi
Theofilos Ioannidis
Myrto Tsokanaridou
Schedule
Lectures: Monday 11:00 - 14:00, Room Γ
Tutorials: Monday 14:00 - 15:00, Room Γ
Course Website
General Information
The goal of this course is to introduce the theory and practice of Knowledge Technologies to graduate students. The course belongs to the general area of Artificial Intelligence and covers some modern topics in Knowledge Representation and Reasoning.
Topics
- Introduction to Knowledge Graphs, the Semantic Web and Linked Data
- The Resource Description Framework (RDF, RDFS, RDF*)
- Shapes Constraint Language (SHACL)
- The query language SPARQL, SPARQL Formalization
- Description logics, tableaux techniques
- The Web Ontology Language (OWL)
- Ontology Engineering
- Rule languages for the Semantic Web
- Linked geospatial data and geospatial knowledge graphs
Books
- Dean Allemang και Jim Hendler. Ο Σημασιολογικός Ιστός για τους Δημιουργούς Οντολογιών [Eudoxus]
- An Introduction to Description Logic [Link]
- Geospatial Data Science: A Hands-on Approach for Building Geospatial Applications Using Linked Data Technologies [Link]
Ημερομηνία δημιουργίας
Δευτέρα 5 Οκτωβρίου 2020
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