The Hybrid Intelligent Information System for Poems Generation

Taran, Maria O.; Revunkov, Georgiy I.; Gapanyuk, Yuriy E.

doi:10.1007/978-3-030-30425-6_8

Cited by 4 publications

(5 citation statements)

References 4 publications

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“…The initial location of the robot is cell (0,0). The target location of the robot is cell (11,9). When the cells of the field are further removed, the initial conditions remain unchanged.…”

Section: Experimental Validation Of the Methodologymentioning

confidence: 99%

“…Mivar technologies are also used in hybrid intelligent information systems (HIIS). HIIS can be used, for example, for generating advertising videos [10] or for analysis [11] and creating a brief overview [12] of judicial practice. In addition to the mivar approach, metagraph representation [13] of datasets [14] can be used in HIIS to overcome the limitations [15] of existing knowledge bases [16].…”

Section: Introductionmentioning

confidence: 99%

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Automated search for several alternative logical inferences in a mivar knowledge base

Kotsenko,

Bazanova,

Kim

et al. 2024

E3S Web Conf.

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This paper describes an approach to the automatic generation of a mivar knowledge base of a three-dimensional logic space. This knowledge base is created to provide three-dimensional robot movement. Automatic generation of mivar knowledge bases is necessary for the further solution of the problem of planning three-dimensional routes of robots and robotic complexes. This work is the basis for solving problems of resource allocation optimization in the field of transport logistics and machine learning artificial intelligence based on the application of mivar technologies. The variant of practical realization of the automated technique of sequential removal of mivar network rules and search for new robot motion trajectories for their further comparison by the number of activated transition rules on the way from the initial location to the target one is considered. Mivar-based logic artificial intelligence technologies offer great opportunities for dynamic route finding in real time, which will help in further development of machine learning artificial intelligence in the field of transport systems. The paper is intended for researchers involved in the development of mivar expert systems for solving problems of three-dimensional movement of robots and optimizing production planning systems.

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“…The initial location of the robot is cell (0,0). The target location of the robot is cell (11,9). When the cells of the field are further removed, the initial conditions remain unchanged.…”

Section: Experimental Validation Of the Methodologymentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Automated search for several alternative logical inferences in a mivar knowledge base

Kotsenko,

Bazanova,

Kim

et al. 2024

E3S Web Conf.

View full text Add to dashboard Cite

show abstract

“…3). The principle of the system implementation used is reflected in the works of a number of researchers [25][26][27][28]. It is within the framework of the intelligent interface that concepts are formed that allow the user to make a decision about the possibility of producing organic products within the considered level of land plots.…”

Section: Fig 2 His Architecturesmentioning

confidence: 99%

Information system for improving the process of managing the manufacture of organic products

Zaruk,

Bystrenina,

Migunov

2024

BIO Web Conf.

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Climate change and increased anthropogenic impact on the environment, leading to environmental problems, pose a threat to all countries of the world and require the development of effective solutions in the field of organizing production processes, ensuring the use of resource-saving technologies, increasing production volumes through the use of progressive scientific achievements in the field of digitalization, ecology, chemistry, breeding, etc. As a result, the development of organic agriculture and an increase in its production volumes becomes relevant. The purpose of this paper is to develop a hybrid intelligent decision support system for assessing the effective production of organic crop production in regions, municipal districts, as well as on individual land plots, where data on natural and climatic characteristics, agrochemical soil analysis, monitoring of air parameters, etc. act as input parameters. Within the framework of the article, the authors focused on the consideration of the information, behavioral model and the model of the intellectual system components. Thanks to the implementation of these models of the system for improving the process of managing the manufacture of organic products, the user receives the most optimal proposed solutions on the issue of production, changing parameters and conditions characterizing the level of region development, climatic conditions, socio-economic situation, etc. at the entrance to the system.

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“…Mivar technologies are also used in hybrid intelligent information systems (HIIS). HIIS can be used, for example, for generating advertising videos [10] or for analysis [11] and creating a brief overview [12] of judicial practice. In addition to the mivar approach, metagraph representation [13] of data sets [14] can be used in HIIS to overcome the limitations [15] of existing knowledge bases [16].…”

Section: Introductionmentioning

confidence: 99%

Route planning of autonomous robots in three-dimensional logic space using mivar technologies

Kotsenko,

Andreev,

Kim

et al. 2024

E3S Web Conf.

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The paper describes an approach to using mivar technologies for planning three-dimensional robot routes, taking into account the given obstacles. This system is of great importance in increasing the autonomy of robots, as it will ultimately help us get closer to creating artificial intelligence in mechanical engineering. At present, there are many tasks related to automation and robotics that require non-trivial solutions. The article describes three models of three-dimensional logical space and presents a visualization of route construction in these spaces for robotic complexes. Obstacles in three-dimensional logical space are understood as the absence of graph vertices and transitions between them in a certain specific area. The use of mivar technologies of logical artificial intelligence in the field of transport systems allows to significantly speed up route planning thanks to a unique mivar algorithm for processing information, which allows creating systems capable of making decisions in real time. This work is intended for researchers dealing with the problem of three-dimensional route planning using mivar technologies.

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The Hybrid Intelligent Information System for Poems Generation

Cited by 4 publications

References 4 publications

Automated search for several alternative logical inferences in a mivar knowledge base

Automated search for several alternative logical inferences in a mivar knowledge base

Information system for improving the process of managing the manufacture of organic products

Route planning of autonomous robots in three-dimensional logic space using mivar technologies

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