Semantic Web languages OWL and RDF for Knowledge representation of Alarm-Warning System.
Valentyn N Sichkar. Semantic Web languages OWL and RDF for knowledge representation // GitHub platform. DOI: 10.5281/zenodo.1317900
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Sichkar V. N., Kolyubin S. A. Effect of various dimension convolutional layer filters on traffic sign classification accuracy. Scientific and Technical Journal of Information Technologies, Mechanics and Optics, 2019, vol. 19, no. 3, pp. (in English). DOI: 10.17586/2226-1494-2019-19-3-546-552 (Full-text available also here https://www.researchgate.net/profile/Valentyn_Sichkar)
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Sichkar V.N. Comparison analysis of knowledge based systems for navigation of mobile robot and collision avoidance with obstacles in unknown environment. St. Petersburg State Polytechnical University Journal. Computer Science. Telecommunications and Control Systems, 2018, Vol. 11, No. 2, Pp. 64–73. DOI: 10.18721/JCSTCS.11206 (Full-text available also here https://www.researchgate.net/profile/Valentyn_Sichkar)
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The research results for Neural Network Knowledge Based system for the tasks of collision avoidance is put in separate repository and is available here: https://github.com/sichkar-valentyn/Matlab_implementation_of_Neural_Networks
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The study of Neural Networks for Computer Vision in autonomous vehicles and robotics is put in separate repository and is available here: https://github.com/sichkar-valentyn/Neural_Networks_for_Computer_Vision
The Semantic Web languages OWL and RDF enable knowledge representation by means of a Knowledge Base, i.e., a knowledge repository - not just a database. Knowledge Base consists of two parts: ontology and individuals, i.e., instances of classes in the ontology. Developed Alarm-Warning KB shows the statements of the System according to the values of sensors in given time. Types of used notations: N3, json, latex, owl, owl Manchester, owl functional, rdf, turtle.
Codes (it'll send you to appropriate file):
Experimental results (figures on this page):
- Concept map for organizing and representing knowledge
- Graphical representation of knowledge from .owl file with EasyRDF Converter
Words on the line, referred to as linking words or linking phrases, specify the relationship between the two concepts.
Recommendation: download image and zoom it in, in order to see all details.
Valentyn N Sichkar. Semantic Web languages OWL and RDF for knowledge representation // GitHub platform. DOI: 10.5281/zenodo.1317900