The lectures and the exercises are taught in English.
Schedule:
Monday, 12:00 - 13:30, weekly (from 07.04.25 in Raum E001: Hugo Kulka Hörsaal, Gebaeude 1101: Hauptgebäude, Welfengarten 1 )
Next Day: Monday, 07.04.25, 12:00 - 13:30 Uhr
Course Content:
2 - () | Data Graphs and RDF |
3 - () | Knowledge Graphs and Standards for Query Processing |
4 - () | Semantic Data Modeling |
5 - (10.11.23) | Standards for Knowledge Representation (RDFS and OWL) |
6 - (17.11.23) | Standards for Knowledge Representation (RDFS and OWL) |
7 - () | Standards for Knowledge Graph Representation (OWL) |
8 - () | Knowledge Graph Design Methodologies |
9 - () | Knowledge Graph Creation & Enrichment |
10 - () | Integrity Constraints and Validations |
11 - () | Integrity Validations and Knowledge Graphs in Practice |
12 - () | Knowledge Graphs in Practice |
13 - () | Symbolic Learning and Knowledge Graph Embeddings |
14 - () | Knowledge Graph Embeddings and Future Directions |
Literature:
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Knowledge Graphs. By Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutiérrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann. Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers 2021
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Knowledge Graphs: Fundamentals, Techniques, and Applications. By Mayank Kejriwal, Craig A. Knoblock and Pedro Szekely. The MIT Press 2021. ISBN 9780262045094.
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Design and Building Enterprise Knowledge Graphs. Juan Sequeda and Ora Lassila. Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers 2021
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Fundamental of Database Systems. Ramez Elsmasri,Shamkant Navathe. 7th Edition. Pearson Education. 2016
Exam:
(tentative)
Instructors & Tutors
Visiting address: Lange Laube 28, 30159 Hannover
Visiting address: Lange Laube 28, 30159 Hannover
Adresse für Besucher: Lange Laube 28, 30159 Hannover
Adresse für Besucher: Lange Laube 28, 30159 Hannover
