Course overview
The web has become an object of our daily life and the amount of information in the web is ever growing. Besides plain texts, especially multimedia information such as graphics, audio or video have become a predominant part of the web's information traffic. But how can we find useful information within this huge information space? How can we make use of the knowledge contained in those web documents? Traditional search engines for example will reach the limits of their power, when it comes to understanding information content. The Semantic Web is an extension of the traditional web in the sense that information in the form of natural language text in the web will be complemented by its explicit semantics based on a formal knowledge representation. Thus, the meaning of information expressed in natural language can be accessed in an automated way and interpreted correctly, i.e. it can be ‘understood’ by machines.
What you will learn
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Web of Data
- Data, Information, and Knowledge, How to Represent Knowledge
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Semantic Web
- Represent Facts with RDF, RDF Turtle Serialization, Model Building with RDFS, Logical Inference with RDF(S)
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Query Knowledge Graphs
- DBpedia & Wikidata Knowledge Graph, SPARQL Queries, RDF Databases
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Ontologies and Logic
- Knowledge Representation with Ontologies, Propositional Logic, First Order Logic
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Description Logics
- Inference and Reasoning, Tableaux Algorithm for ALC, FOL - Canonical Forms, FOL - Resolution Algorithm
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OWL, Rules, and Reasoning
- Web Ontology Language OWL, Classes, Instances and Properties in OWL, RDF(S) Semantics, Deduction Calculus, SWRL
Course program
In this course, you will learn the fundamentals of Semantic Web technologies and how they are applied for knowledge representation in the World Wide Web. You will learn how to represent knowledge with ontologies and how to access and benefit from semantic data on the Web. Furthermore, you will also learn how to make use of Linked Data and the Web of Data, currently the most popular applications based on Semantic Web technologies.