This course presents the fundamentals of data and knowledge management and engineering.
The key elements to be introduced in this course are as follows:
¿ Principles of data and knowledge management
o Distinction between data, information and knowledge
o Key processes of knowledge management
¿ Design of databases for data structuring
o Creation of a simple database with Access
o Data search and queries
¿ Knowledge management
o Principle of knowledge management
o Traceability and reuse of experience
¿ Knowledge Engineering
o Concept of ontology (definition, meaning, and objectives)
o Creation of ontology with Protegé tool
o Reasoning on ontology with SPARQL and rules engines
¿ Knowledge-based reasoning for decision-making
o Principles of Fuzzy logic for decision support
o Introduction to case-based reasoning
- Gestionnaire: Catherine Da cunha