Ontology-based approach to decision-making support of conceptual domain models creating and using in learning and scientific research

1st International Scientific Practical Conference "Breakthrough Technologies and Communications in Industry"

工业技术（总论）;无线电电子学

Anikin, Anton^1 ; Litovkin, Dmitry^1 ; Sarkisova, Elena^1 ; Petrova, Tatyana^1 ; Kultsova, Marina^1

Volgograd State Technical University, Lenina avenue 28, Volgograd

400005, Russia^1

关键词: Decision making support;    Expert knowledge;    Integration of knowledge;    Knowledge management system;    Knowledge transfer;    Personalizations;    Scientific researches;    Semantic Link Network;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/483/1/012074/pdf
DOI  :  10.1088/1757-899X/483/1/012074

学科分类：工业工程学

来源: IOP

【 摘 要 】

The paper presents an approach to knowledge management in learning and scientific research that allows increasing the availability of expert knowledge and reducing semantic noise during knowledge transfer. The availability of expert knowledge is ensured by transforming them from implicit into explicit form (in the form of Semantic Link Network). The reduction of semantic noise is achieved through the integration of knowledge in different forms and their personalization for different groups of knowledge recipients. In the paper, the tasks of decision-making support are formulated which should be performed by the knowledge management system on the base of the proposed approach.