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rfbr-18-07-00032 [2018/03/31 17:09]
anton created
rfbr-18-07-00032 [2018/03/31 17:12] (current)
anton
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 The project is aimed at solving the fundamental scientific problem of organizing intellectual support of decision making for knowledge management in the educational process and in the framework of scientific research based on modern technologies of artificial intelligence. The project is aimed at solving the fundamental scientific problem of organizing intellectual support of decision making for knowledge management in the educational process and in the framework of scientific research based on modern technologies of artificial intelligence.
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 As part of the learning process, this problem is relevant because of: As part of the learning process, this problem is relevant because of:
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 - the large amount of accumulated electronic learning resources that meet the requirements of the educational process and the individual requirements of various students; - the large amount of accumulated electronic learning resources that meet the requirements of the educational process and the individual requirements of various students;
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 - the complexity of creating educational content; - the complexity of creating educational content;
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 - the possibility of using such resources in an adaptive learning process, taking into account the general and individual requirements for such content and educational purposes. - the possibility of using such resources in an adaptive learning process, taking into account the general and individual requirements for such content and educational purposes.
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 The problems of constructing a model of the domain structure, retrieval and integration of distributed open scientific information resources into thematic collections,​ creating information spaces including such resources with the possibility of joint access and development are also relevant in scientific research. ​ The problems of constructing a model of the domain structure, retrieval and integration of distributed open scientific information resources into thematic collections,​ creating information spaces including such resources with the possibility of joint access and development are also relevant in scientific research. ​
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 Existing approaches are limited to the search for educational content, do not take into account individual requirements,​ do not allow managing the learning process on a variety of learning resources and do not allow creating smart learning content based on the integration of learning resources in accordance with general and individual requirements. In support of research processes, existing approaches are limited to the implementation of tools for joint editing of scientific articles with subsequent publication in the public domain, the means of creating repositories of abstracts of scientific articles, as well as modeling tools for subject areas without taking into account the specific nature of research processes. Existing approaches are limited to the search for educational content, do not take into account individual requirements,​ do not allow managing the learning process on a variety of learning resources and do not allow creating smart learning content based on the integration of learning resources in accordance with general and individual requirements. In support of research processes, existing approaches are limited to the implementation of tools for joint editing of scientific articles with subsequent publication in the public domain, the means of creating repositories of abstracts of scientific articles, as well as modeling tools for subject areas without taking into account the specific nature of research processes.
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 Within the framework of the proposed research, it is proposed to develop a new concept of creating an information space of a subject domain on the basis of the cognitive space of information process subjects using ontological models of knowledge representation and algorithms based on logical inference on ontology to support the decision making for the knowledge management in this space. Within the framework of the proposed research, it is proposed to develop a new concept of creating an information space of a subject domain on the basis of the cognitive space of information process subjects using ontological models of knowledge representation and algorithms based on logical inference on ontology to support the decision making for the knowledge management in this space.
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 As a result of the project, it is planned to implement the proposed concept in the form of a methodology for intellectual support of decision making for knowledge management in the educational process in this subject area and scientific research with the support of personalization,​ collective creation and reuse of information space objects. As a result of the project, it is planned to implement the proposed concept in the form of a methodology for intellectual support of decision making for knowledge management in the educational process in this subject area and scientific research with the support of personalization,​ collective creation and reuse of information space objects.
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 Direct analogs of the proposed approach to intellectual support of decision making for knowledge management in the educational process and scientific research does not exist. Direct analogs of the proposed approach to intellectual support of decision making for knowledge management in the educational process and scientific research does not exist.