학술논문

The method of using hypernetworks and concept lattice to solve domain concepts' semantic inconsistencies
Document Type
Conference
Source
2014 IEEE 5th International Conference on Software Engineering and Service Science Software Engineering and Service Science (ICSESS), 2014 5th IEEE International Conference on. :863-867 Jun, 2014
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Fields, Waves and Electromagnetics
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Semantics
Lattices
Context
Cognition
Correlation
Support vector machine classification
Educational institutions
semantic
concept hypergraph
hypernetwork
concept lattice
formal context
Language
ISSN
2327-0586
2327-0594
Abstract
There are many semantic inconsistencies between domain concepts, which made it difficult to model, to interoperate and also to compose models semantically in software engineering, M&S (modeling and simulation) or semantic web. Thus we described the domain concepts and concepts taxonomy by hypernetwork (concept hypergraph), whose nodes set is the concepts set and edge is consisted of the correlative properties. Firstly, we have found out that the nodes set of concept hypergraph has the feature of order. In addition, by the definition of formal context, we have proved that the concept set is a complete concept lattice. And then, the domain knowledge has been extended from both of aspects of concept's extent and intent simultaneously, while the hypernetwork system has also been expanded according to the extended concept set. Finally, to achieve the semantically consistent taxonomy of the domain concepts through the hypernetwork system's adjacency and path matrices sequentially, we illustrated the example of the semantic inconsistencies of the military domain artillery concept's taxonomy and have given the method and steps perfectly.