Welcome to the Knowledge Technologies course

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]

Instructors

Manolis Koubarakis

George Santipantakis

Teaching Assistants

George Stamoulis
Despina-Athanasia Pantazi
Theofilos Ioannidis
Myrto Tsokanaridou

Schedule

Lectures: Monday 10:00 - 13:00, Room Γ
Tutorials: Monday 13:00 - 14:00, Room Γ

Course Forum

You can sign up to the course forum here.

Announcements

Next course date and hours

22-10-2024

The course "Knowledge Technologies" will continue on Monday, November 4, as no classes will take place on October 28. The course will be taught from 10:00 to 13:00 in Room Γ, followed by the tutorial (13:00-14:00) in the same room.
Please visit the course forum to register on Piazza if you haven't done so already. From today onwards, all course announcements will be made exclusively on Piazza.

Lectures

Tutorials

Homeworks