Beitrag zu Handlungsfeldern

Nachfolgend ist die Zuordnung des Moduls zu den Handlungsfeldern des Studiengangs aufgeführt, und zwar als anteiliger Beitrag (als ECTS und inhaltlich). Dies gibt auch Auskunft über die Verwendbarkeit des Moduls in anderen Studiengängen und über die Beziehung zu anderen Modulen im selben Studiengang.

Learning Outcome

The course aims to equip students with the knowledge and skills needed to leverage Linked Open Data (LOD) and Knowledge Graphs effectively in various professional contexts. Through active participation, discussions, and a hands-on project, students will gain a deep understanding of how LOD and knowledge graphs are transforming the way data is managed and knowledge is represented in the digital age. We will explore real world applications like Wikidata and Open Research Knowledge Graph (ORKG).

After finishing this course students are able to use, extend and construct knowledge graphs.

Inhaltliche Beschreibung des Moduls

1. Linked Open Data
2. Knowledge Graphs
3. Semantic Searches
4. RDF
5. SPARQL
6. Applications - Wikidata and ORKG

Lehr- und Lernformen

The course adopts an interactive seminaristic style, fostering active engagement and collaborative learning among participants. In addition to comprehensive lectures, the seminar incorporates paper discussions, enabling students to critically analyze and debate research papers and case studies related to Linked Open Data and Knowledge Graphs. Furthermore, students will have the opportunity to showcase their understanding through presentations, where they can articulate their insights and findings on relevant topics. To reinforce practical application, the seminar culminates in a programming project, where participants will design, implement, and evaluate a real-world project that involves the construction and querying of a knowledge graph, applying the principles learned throughout the seminar. This multifaceted approach ensures that students not only acquire theoretical knowledge but also gain hands-on experience and the ability to apply these concepts in practical scenarios.

Zur Verfügung gestelltes Lehrmaterial

• lecture slides and videos
• exercises

Weiterführende Literatur

• Hitzler, Pascal. “A review of the semantic web field.” Communications of the ACM 64.2 (2021): 76-83. https://doi.org/10.1145/3397512

• “Knowledge Graphs – Methodology, Tools and Selected Use Cases”, Fensel, D., Şimşek, U., Angele, K., Huaman, E., Kärle, E., Panasiuk, O., Toma, I., Umbrich, J., Wahler, A., 2020, ISBN 978-3-030-37439-6