Knowledge Graphs

From International Center for Computational Logic

Knowledge Graphs

Course with SWS 2/2/0 (lecture/exercise/practical) in WS 2018

Lecturer

Tutor

SWS

  • 2/2/0

Modules

Examination method

  • Oral exam

Knowledge graphs are becoming an important paradigm in industry and research, with applications including prominent examples such as Google's own Knowledge Graph, Wikipedia's knowledge base sister Wikidata, and numerous artificial intelligence projects from Alexa to Siri. Meanwhile, companies are exploring the use of their own enterprise knowledge graphs for improving internal knowledge management.

With so many facets, knowledge graphs are a cross-cutting topic in computer science that involves aspects of data management (graph databases, file formats), publication (exchange formats, data integration), knowledge organisation (constraints, ontologies), and advanced analytics (expressive query languages, graph data mining). On each of these levels, there is some interesting theory and some interesting technology to be learned. This course will cover a colourful mix of technologies and methods related to the use of graphs for data analysis, knowledge representation, and data management.

Schedule and Location

All dates are published on this page (see Dates & Materials above)

  • The weekly lecture sessions will take place on Tuesdays DS3 (11:10 to 12:40).
  • The weekly exercise session will take place on Tuesdays DS5 (14:50 to 16:20).
The first lecture will take place in the second week, i.e., on 16 Oct 2018
  • All sessions will take place in room APB/E005.

Subscribe to events of this course (icalendar)

Lecture Introduction and Motivation DS3, October 16, 2018 in APB E005 Download Download
Exercise Introduction to Python DS5, October 16, 2018 in APB E005 Download
Lecture Encoding Graphs in RDF DS3, October 23, 2018 in APB E005 Download Download
Exercise Getting to Know Graphs DS5, October 23, 2018 in APB E005 Download
Lecture Modelling in RDF/Introduction to SPARQL DS3, October 30, 2018 in APB E005
Exercise Resource Description Framework DS5, October 30, 2018 in APB E005 Download
Lecture Advanced Features of SPARQL DS3, November 6, 2018 in APB E005
Exercise (TBA) DS5, November 6, 2018 in APB E005
Lecture (TBA) DS3, November 13, 2018 in APB E005
Exercise (TBA) DS5, November 13, 2018 in APB E005
Lecture (TBA) DS3, November 20, 2018 in APB E005
Exercise (TBA) DS5, November 20, 2018 in APB E005
Lecture (TBA) DS3, November 27, 2018 in APB E005
Exercise (TBA) DS5, November 27, 2018 in APB E005
Lecture (TBA) DS3, December 4, 2018 in APB E005
Exercise (TBA) DS5, December 4, 2018 in APB E005
Lecture (TBA) DS3, December 11, 2018 in APB E005
Exercise (TBA) DS5, December 11, 2018 in APB E005
Lecture (TBA) DS3, December 18, 2018 in APB E005
Exercise (TBA) DS5, December 18, 2018 in APB E005
Lecture (TBA) DS3, January 8, 2019 in APB E005
Exercise (TBA) DS5, January 8, 2019 in APB E005
Lecture (TBA) DS3, January 15, 2019 in APB E005
Exercise (TBA) DS5, January 15, 2019 in APB E005
Lecture (TBA) DS3, January 22, 2019 in APB E005
Exercise (TBA) DS5, January 22, 2019 in APB E005
Lecture (TBA) DS3, January 29, 2019 in APB E005
Exercise (TBA) DS5, January 29, 2019 in APB E005


Calendar

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