Knowledge Graphs

  1. Foundational Technologies
    1. Graph Theory Basics
      1. Vertices and Edges
        1. Directed vs Undirected Graphs
          1. Paths and Connectivity
            1. Graph Traversal
              1. Cycles and Trees
                1. Graph Properties
                2. Knowledge Representation Principles
                  1. Symbolic Representation
                    1. Logic-Based Approaches
                      1. Open World Assumption
                        1. Closed World Assumption
                          1. Unique Name Assumption
                            1. Non-Monotonic Reasoning
                            2. RDF Data Model
                              1. Triple Structure
                                1. Subject
                                  1. Predicate
                                    1. Object
                                    2. Resource Identification
                                      1. URIs and IRIs
                                        1. Blank Nodes
                                          1. Literals
                                          2. RDF Graphs
                                            1. Named Graphs
                                              1. Graph Merging
                                                1. Graph Operations
                                              2. RDF Serialization Formats
                                                1. Turtle
                                                  1. N-Triples
                                                    1. N-Quads
                                                      1. RDF/XML
                                                        1. JSON-LD
                                                          1. TriG
                                                          2. Linked Data Principles
                                                            1. URI Usage
                                                              1. HTTP Dereferencing
                                                                1. RDF Standards
                                                                  1. Linking Strategies

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                                                                1. Introduction to Knowledge Graphs

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                                                                3. Schema Design and Ontology Engineering