The lectures and the exercises are taught in English.
Schedule:
Lectures: Friday, 11:00 - 12:30 (3702-031) (e-Classroom, Schneiderberg 32)
Exercises: Friday, 14:00 - 15:30 (3408-010) (MZ2, Appelstr. 9a)
Course Content:
2 - (20.10.23) | Data Graphs and RDF |
3 - (27.10.23) | Knowledge Graphs and Standards for Query Processing |
4 - (03.11.23) | 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 - (24.11.23) | Standards for Knowledge Graph Representation (OWL) |
8 - (01.12.23) | Knowledge Graph Design Methodologies |
9 - (08.12.23) (Online) | Knowledge Graph Creation & Enrichment |
10 - (15.12.23) | Integrity Constraints and Validations |
11 - (22.12.23) (Online) | Integrity Validations and Knowledge Graphs in Practice |
12 - (12.01.24) | Knowledge Graphs in Practice |
13 - (19.01.24) | Symbolic Learning and Knowledge Graph Embeddings |
14 - (26.01.24) | 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) on 14.03.2024 from 16.00 to 18.00
Room E001 - Building 1101; Welfengarten 1
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
