SEMANTIC WEB AND INTELLIGENT APPLICATIONS
| Title | ΣΗΜΑΣΙΟΛΟΓΙΚΟΣ ΙΣΤΟΣ ΚΑΙ ΕΥΦΥΕΙΣ ΕΦΑΡΜΟΓΕΣ / SEMANTIC WEB AND INTELLIGENT APPLICATIONS |
| Code | NIS-07-07 |
| Faculty | Sciences |
| School | Informatics |
| Cycle / Level | 1st / Undergraduate |
| Teaching Period | Winter |
| Coordinator | Georgios Meditskos |
| Common | No |
| Status | Active |
| Course ID | 600020377 |
Programme of Study: PPS-Tmīma Plīroforikīs (2019-sīmera)
Registered students: 135
| Orientation | Attendance Type | Semester | Year | ECTS |
|---|---|---|---|---|
| GENIKĪ KATEUTHYNSĪ | YPOCΗREŌTIKO KATA EPILOGĪ | 7 | 4 | 5 |
| Academic Year | 2024 – 2025 |
| Class Period | Winter |
| Faculty Instructors |
|
| Weekly Hours | 3 |
| Total Hours | 39 |
| Class ID | 600259790
|
Course Type 2021
Specialization / Direction
Course Type 2016-2020
- Scientific Area
Course Type 2011-2015
Knowledge Deepening / Consolidation
Mode of Delivery
- Face to face
Digital Course Content
- e-Study Guide https://qa.auth.gr/en/class/1/600259790
Language of Instruction
- Greek (Instruction, Examination)
Prerequisites
General Prerequisites
Basic knowledge on Artificial Intelligence and knowledge representation
Learning Outcomes
Knowledge: Familiarization with the Semantic Web stack and tools; Understanding of the standard knowledge representation languages (RDF/S, Οντολογίες OWL 2); Familiarization with semantics and reasoning principles (Description Logics, Rules); Use of the standard query language over knowledge graphs (SPARQL)
Skills: Training on the development and management of semantic models, reasoning and information extraction from knowledge graphs; Ontology design and development in Protégé.
General Competences
- Apply knowledge in practice
- Retrieve, analyse and synthesise data and information, with the use of necessary technologies
- Adapt to new situations
- Make decisions
- Work autonomously
- Work in teams
Course Content (Syllabus)
Introduction; Semantic Web architecture and technologies; The Resource Description Framework (RDF) model (terms, syntax, triples, graphs, examples); RDF Schema (RDFS) (vocabulary, classes, properties, instances, reasoning); Knowledge Representation and Reasoning (Predicate logic, First-order logic, Description Logics); The Web Ontology Language (OWL 2) (introduction, vocabulary, syntax, semantics, reasoning, rules); Standard RDF query language (SPARQL) (syntax, capabilities, tools); Examples of using ontologies for the development of intelligent applications; Example triple stores; Ontology design and development in Protégé.
Keywords
Semantic Web, Ontologies, Knowledge Graphs, Reasoning
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
- Use of ICT in Student Assessment
Description
Powerpoint slides, Demonstration of the Protégé open-source ontology editor
Course Organization
| Activities | Workload | ECTS | Individual | Teamwork | Erasmus |
|---|---|---|---|---|---|
| Lectures | 39 | ✓ | |||
| Tutorial | 13 | ✓ | |||
| Project | 56 | ✓ | |||
| Exams | 3 | ✓ | |||
| Other / Others | 39 | ✓ | |||
| Total | 150 |
Student Assessment
Description
Written exams (70%); Programming projects (30%)
Student Assessment methods
- Written Exam with Multiple Choice Questions (Summative)
- Written Exam with Short Answer Questions (Summative)
- Written Assignment (Formative, Summative)
Bibliography
Course Bibliography (Eudoxus)
- Allemang Dean, Hendler Jim, 2020. Ο Σημασιολογικός Ιστός για τους Δημιουργούς Οντολογιών. Επιμέλεια ελληνικού κειμένου: Βούρος Γεώργιος, Κώτης Κωνσταντίνος, Σαντιπαντάκης Γεώργιος. Εκδόσεις ΔΙΣΙΓΜΑ. ISBN 978-618-202-007-4. Κωδικός Βιβλίου στον Εύδοξο: 94690324
- Γεώργιος Στάμου, 2015. Αναπαράσταση οντολογικής γνώσης και συλλογιστική. [ηλεκτρ. βιβλ.] Αθήνα:Σύνδεσμος Ελληνικών Ακαδημαϊκών Βιβλιοθηκών. Διαθέσιμο στο: http://hdl.handle.net/11419/4225
Additional bibliography for study
- Μιχαήλ Στεφανιδάκης, Θεόδωρος Ανδρόνικος, Ιωάννης Παπαδάκης, 2015. Ανοικτά συνδεδεμένα δεδομένα και εφαρμογές. [ηλεκτρ. βιβλ.] Αθήνα:Σύνδεσμος Ελληνικών Ακαδημαϊκών Βιβλιοθηκών. Διαθέσιμο στο: http://hdl.handle.net/11419/1338
- Aidan Hogan, The Web of Data, Springer International Publishing, DOI: 10.1007/978-3-030-51580-5, 2020
- Maria Keet, An introduction to ontology engineering (v1.5), https://open.umn.edu/opentextbooks/textbooks/590, 2020
Last Update
29-03-2023
