Knowledge Graphs
Lågaregradsemne
- Studiepoeng
- 10
- Undervisningssemester
- Vår
- Emnekode
- INFO216
- Talet på semester
- 1
- Språk
- English
- Ressursar
- Timeplan
Emnebeskrivelse
Mål og innhald
Students will learn theories, techniques, tools, and best practices for managing knowledge graphs. Students will acquire understanding and skills for programming applications that use and produce such data and metadata. Students will learn about existing sources of and standards for big, open, and semantic data. They will gain practical experience in developing knowledge graph-based applications using technologies such as RDF, RDFS, OWL, SPARQL, and JSON-LD.
Læringsutbyte
A student who has completed the course should have the following learning outcomes defined in terms of knowledge, skills and general competence:
Knowledge
The candidate has theoretical knowledge of basic concepts related to:
- standards and techniques for knowledge graphs, for example RDF and SPARQL
- semantic modelling of information systems, for example using RDFS and OWL
- available sources of and vocabularies for big, open, and semantic data
Skills
The candidate
- can develop advanced information models, for example ontologies
- can use formats and languages such as RDF, RDFS, OWL, SPARQL, and JSON-LD
- can use existing frameworks and tools for managing semantic knowledge graphs
- can use existing frameworks and tools for developing knowledge graph-based applications
Studiepoeng, omfang
10 ECTS
Studienivå (studiesyklus)
Bachelor
Undervisningssemester
Spring
Krav til forkunnskapar
INFO132 Programming eller tilsvarande
Tilrådde forkunnskapar
Studiepoengsreduksjon
5 ECTS in combination with INFO116
Krav til studierett
Emnet er ope for studentar med studierett på UiB. Emnet har 100 studieplassar. Studentar som har emnet som obligatorisk i studieplanen vil ha prioritet.
Arbeids- og undervisningsformer
14 two-hour lectures, 14 two-hour labs or seminars
Obligatorisk undervisningsaktivitet
Compulsory participation: Attendance at labs (at least 75 %)
Approved compulsory requirements are valid for the two following semesters.
Vurderingsformer
4 hours written exam
Karakterskala
Letter grade (A-F)
Vurderingssemester
Assessment in teaching semester. Only students who have a valid document of absence will be entitled to take a new written exam the following semester.
Litteraturliste
The reading list will be ready before 1 June for the autumn semester and 1 Decemeber for the spring semester.
Emneevaluering
The course is evaluated by students every three years, and by the responsible lecturer each year.
Hjelpemiddel til eksamen
None
Programansvarleg
The Programme Committee is responsible for the content, structure and quality of the study programme and courses
Emneansvarleg
Department of Information Science and Media Studies at the Faculty of Social Sciences has the administrative responsibility for the course and the study programme.
Administrativt ansvarleg
The Department of Information Science and Media Studies at the Faculty of Social Sciences has the administrative responsibility for the course