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Week 1
Welcome to the course
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Course Start Survey
Umfrage
0.0 Lecture Outline
Video
Learning Material
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1.0 Lecture Overview
Video
1.1 Data, Information, and Knowledge
Video
1.1 Data, Information, and Knowledge
Selbsttest
1.2 How to Represent Knowledge
Video
1.2 How to Represent Knowledge
Selbsttest
1.3 The Art of Understanding
Video
1.3 The Art of Understanding
Selbsttest
1.4 Towards a Universal Knowledge Representation
Video
1.4 Towards a Universal Knowledge Representation
Selbsttest
1.5 The Semantic Web
Video
1.5 The Semantic Web
Selbsttest
1.6 Linked Data and the Web of Data
Video
1.6 Linked Data and the Web of Data
Selbsttest
1.7 Weekly Assignment
Benoteter Test
Week 2
Welcome to week 2
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Learning Material
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2.0 Lecture Overview
Video
2.1 How to Identify and Access Things
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2.1 How to Identify and Access Things
Selbsttest
2.2 How to Represent simple Facts with RDF
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2.2 How to Represent simple Facts with RDF
Selbsttest
2.3 RDF Turtle Serialization
Video
2.3 RDF Turtle Serialization
Selbsttest
2.4 RDF Complex Data Structures
Video
2.4 RDF Complex Data Structures
Selbsttest
2.5 Model Building with RDFS
Video
2.5 Model Building with RDFS
Selbsttest
2.6 Logical Inference with RDF(S)
Video
2.6 Logical Inference with RDF(S)
Selbsttest
2.7 Excursion 1 RDFa - RDF on the Web
Video
2.7 Excursion 1 RDFa - RDF on the Web
Selbsttest
2.8 Weekly Assignment
Benoteter Test
Week 3
Welcome to week 3
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Learning Material
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3.0 Lecture Overview
Video
3.1 How to Query RDF(S)
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3.1 How to Query RDF(S)
Selbsttest
Excursus 2
Video
Excursus 2: DBpedia Knowledge Graph
Selbsttest
Excursus 3
Video
Excursus 3: Wikidata Knowledge Base
Selbsttest
HANDS ON: Querying DBpedia and Wikidata
Selbsttest
3.2 Complex SPARQL Queries
Video
3.2 Complex SPARQL Queries
Selbsttest
3.3 More Complex SPARQL Queries
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3.3 More Complex SPARQL Queries
Selbsttest
3.4 SPARQL Subqueries and Properypaths
Video
3.4 SPARQL Subqueries and Property Paths
Selbsttest
3.5 RDF Databases
Video
3.5 RDF Databases
Selbsttest
3.6 SPARQL is more than a Query Language
Video
3.6 SPARQL is more than a Query Language
Selbsttest
3.7 Weekly Assignment
Benoteter Test
Week 4
Welcome to week 4
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Learning Material
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4.0 Lecture Overview
Video
4.1 A Brief History of Ontologies
Video
4.1 A Brief History of Ontologies
Selbsttest
4.2 Why we do need Logic
Video
4.2 Why we do need Logic
Selbsttest
Excursion 4: A Brief Recap of Essential Logics
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Excursion 4: A Brief Recap of Essential Logics
Selbsttest
Excursion 5: Description Logics
Video
Excursion 5: Description Logics
Selbsttest
4.3 First Steps in OWL
Video
4.3 First Steps in OWL
Selbsttest
4.4 More OWL
Video
4.4 More OWL
Selbsttest
4.5 OWL and Beyond
Video
4.5 OWL and Beyond
Selbsttest
4.6 How to Design your own Ontology
Video
4.6 How to Design your own Ontology
Selbsttest
4.7 Weekly Assignment
Benoteter Test
Week 5
Welcome to week 5
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Learning Material
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5.0 Lecture Overview
Video
5.1 Ontologies in Action
Video
5.1 Ontologies in Action
Selbsttest
5.2 Knowledge Graphs
Video
5.2 Knowledge Graphs
Selbsttest
5.3 RDF and OWL Knowledge Graphs
Video
5.3 RDF and OWL Knowledge Graphs
Selbsttest
5.4 Knowledge Graph Programming
Video
5.4 Knowledge Graph Programming
Selbsttest
5.5 Knowledge Graph Visualization
Video
5.5 Knowledge Graph Visualization
Selbsttest
5.6 Knowledge Graph Analytics
Video
5.6 Knowledge Graph Analytics
Selbsttest
HANDS ON: Knowledge Graph Analysis Bonus
Selbsttest
5.7 Weekly Assignment
Benoteter Test
Week 6
Welcome to week 6
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Learning Material
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6.0 Lecture Overview
Video
6.1 The Graph in Knowledge Graphs
Video
6.1 The Graph in Knowledge Grahps
Selbsttest
6.2 Knowledge Graph Embeddings
Video
6.2 Knowledge Graph Embeddings
Selbsttest
6.3 Knowledge Graph Completion
Video
6.3 Knowledge Graph Completion
Selbsttest
6.4 Knowledge Graph Mappings and Alignment
Video
6.4 Knowledge Graph Mappings and Alignment
Selbsttest
6.5 Semantic Search
Video
6.5 Semantic Search
Selbsttest
6.6 Exploratory Search and Recommender Systems
Video
6.6 Exploratory Search and Recommender Systems
Selbsttest
6.7 Weekly Assignment
Benoteter Test