Knowledge representation through graphs

TitleKnowledge representation through graphs
Publication TypeConference Paper
Year of Publication2015
AuthorsPortmann, E, Kaltenrieder, P, Pedrycz, W
Conference NameInternational Conference on Soft Computing and Software Engineering

Due to the increasing amount of data, knowledge aggregation, representation and reasoning are highly important for companies. In this paper, knowledge aggregation is presented as the first step. In the sequel, successful knowledge representation, for instance through graphs, enables knowledge-based reasoning. There exist various forms of knowledge representation through graphs; some of which allow to handle uncertainty and imprecision by invoking the technology of fuzzy sets. The paper provides an overview of different types of graphs stressing their relationships and their essential features.