Cognitive Science: Knowledge Representation & Reasoning (Erasmus+)

Course Code:

ALIS-ER-06

Semester:

Winter semester

ECTS:

6


Course Tutors

Dendrinos Markos

Cognitive Science includes Cognitive Philosophy, Cognitive Psychology, Cognitive Anthropology, NeuroScience, Linguistics and Artificial Intelligence (AI).

In the frame of AI, a necessity emerged for the mechanical representation of explicit linguistic knowledge in the form of a typical mathematical language, including also reasoning mechanisms. The most widely used languages for this purpose are the Propositional Calculus (PC) and the First Order Predicate Calculus (FOPC).

The lesson includes:

  • Knowledge definition: The location of Knowledge as Semantic Information in the Data-Information-Knowledge-Wisdom (DIKW) schema suggested by
  • Knowledge representation: An introduction of PC and FOPC with examples of logical
  • Knowledge organization: taxonomies, thesauri, lexica and encyclopedias. Presentation of famous encyclopedias of the ancient, medieval and renaissance times.
  • Knowledge description: RDF language for the description of electronic or material resources
  • Integrated knowledge representation & reasoning in ontologies: Universe of Discourse, concepts/ classes as categories of individuals (objects). User-defined relations between individuals of different classes or the same class. User-defined properties of the members of a class. Description Logic incorporated for logical deduction. Information retrieval through SQL in ontologies (SPARQL).