Guia docent 2010_11 Escola Tècnica Superior d'Enginyeria

Continguts

Tema	Subtema
Introduction to Knowledge Management	Description and Objectives Knowledge Management Model Data, Information, Knowledge, etc. Sorts of Knowledge and Representations Knowledge Engineering
First and Second Knowledge Management Generations	A Brief History of Computer-Based Knowledge Management First Generation Knowledge Management a) Knowledge Repositories b) Document Management c) Data Mining Second Generation Knowledge Management a) The Knowledge Life Cycle b) Knowledge Audit c) Knowledge Maps
Knowledge Representation Standards	Ontologies Introduction to CommonKADS Introduction to Protege Other tools Knowledge in the Web: HTML, XML, RDF, OWL Semantic Web
Techniques and tools for Knowledge Management	Scope of the Techniques and Tools Information Retrieval Techniques and Tools Artificial Intelligence Techniques and Tools Other Techniques and Tools
Introduction to Data Mining	Data mining in KDD and in Knowledge Management Modeling Structures Algorithms for Data Mining Validation processes Data Mining tools