Knowledge Graphs and Ontology Engineering

Course Information
TitleΓράφοι Γνώσης και Μηχανική Οντολογιών / Knowledge Graphs and Ontology Engineering
CodeAI208
FacultySciences
SchoolInformatics
Cycle / Level2nd / Postgraduate
Teaching PeriodSpring
CoordinatorGeorgios Meditskos
CommonNo
StatusActive
Course ID600020691

Programme of Study: PMS TECΗNĪTĪ NOĪMOSYNĪ (2018 éōs sīmera) MF

Registered students: 0
OrientationAttendance TypeSemesterYearECTS
KORMOSElective Courses belonging to the selected specialization217.5

Programme of Study: PMS TECΗNĪTĪ NOĪMOSYNĪ (2018 éōs sīmera) PF

Registered students: 4
OrientationAttendance TypeSemesterYearECTS
KORMOSElective Courses belonging to the selected specialization217.5

Class Information
Academic Year2021 – 2022
Class PeriodSpring
Faculty Instructors
Weekly Hours3
Class ID
600202304
Course Type 2021
Specific Foundation
Mode of Delivery
  • Face to face
Language of Instruction
  • Greek (Instruction, Examination)
Prerequisites
Required Courses
  • AI102 Semantic Web
General Prerequisites
Familiarization with principles of the Semantic Web and technologies for knowledge representation using RDF and OWL, including ontology development frameworks and reasoning systems
General Competences
  • Apply knowledge in practice
  • Retrieve, analyse and synthesise data and information, with the use of necessary technologies
  • Make decisions
  • Work in teams
  • Generate new research ideas
  • Advance free, creative and causative thinking
Course Content (Syllabus)
Ontology development methodologies (Ontology Engineering), Description Logics, Advanced ontology design principles (Ontology Design Patterns), Knowledge Graph construction and validation (RDB2RDF, Shape Constraints and Expressions), Accessing and using semantic networks and graphs (DBpedia, YAGO, Wikidata, ConceptNet, BabelNet), Semantic repositories (RDF triplestores), RDF graph visualization (VOWL, OntoGraph, Gruff)
Keywords
Ontologies, Semantic Web, Knowledge Graphs
Educational Material Types
  • Slide presentations
  • Book
Use of Information and Communication Technologies
Use of ICT
  • Use of ICT in Course Teaching
  • Use of ICT in Communication with Students
Course Organization
ActivitiesWorkloadECTSIndividualTeamworkErasmus
Lectures39
Project108
Other / Others78
Total225
Student Assessment
Student Assessment methods
  • Written Exam with Multiple Choice Questions (Summative)
  • Written Exam with Short Answer Questions (Summative)
  • Written Assignment (Summative)
  • Written Exam with Problem Solving (Summative)
Bibliography
Additional bibliography for study
- Aidan Hogan, The Web of Data, 2020 - Maria Keet, An Introduction to Ontology Engineering, University of Cape Town, 2020
Last Update
14-10-2022