ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS
The analysis shows that the real information flows are characterized by: arbitrary distribution function; the presence of both quantitative and qualitative indicators; the absence of part of the meaningful data fragments; unreliability of data associated with errors in registration and their entry;...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Science and Innovation Center Publishing House
2022-12-01
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| Series: | International Journal of Advanced Studies |
| Subjects: | |
| Online Access: | http://ijournal-as.com/jour/index.php/ijas/article/view/124 |
| _version_ | 1797952979430539264 |
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| author | Yakov E. Lvovich Andrey P. Preobrazhenskiy Tatiana V. Avetisyan |
| author_facet | Yakov E. Lvovich Andrey P. Preobrazhenskiy Tatiana V. Avetisyan |
| author_sort | Yakov E. Lvovich |
| collection | DOAJ |
| description | The analysis shows that the real information flows are characterized by: arbitrary distribution function; the presence of both quantitative and qualitative indicators; the absence of part of the meaningful data fragments; unreliability of data associated with errors in registration and their entry; parametric redundancy.
Not all of the existing tools included in most of the instrumental systems, make it possible to solve a number of these problems. The article deals with the problem related to information filtering. The illustration of an algorithm scheme, which allows to conduct information filtering, is presented. The stages used in the construction of the algorithm are specified in detail. The geometric approach is applied. It gives an opportunity to lead consideration of information messages in the form of “constellations” which are connected with the i-dimensional feature hyperspace. An algorithm that allows to implement gap filling is proposed. The results presented in the paper can be useful when considering different information flows in modern information systems. |
| first_indexed | 2024-04-10T22:54:38Z |
| format | Article |
| id | doaj.art-4c3da784451648df95a8cf2b6531a73e |
| institution | Directory Open Access Journal |
| issn | 2328-1391 2227-930X |
| language | English |
| last_indexed | 2024-04-10T22:54:38Z |
| publishDate | 2022-12-01 |
| publisher | Science and Innovation Center Publishing House |
| record_format | Article |
| series | International Journal of Advanced Studies |
| spelling | doaj.art-4c3da784451648df95a8cf2b6531a73e2023-01-14T13:03:09ZengScience and Innovation Center Publishing HouseInternational Journal of Advanced Studies2328-13912227-930X2022-12-01124819510.12731/2227-930X-2022-12-4-81-95124ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPSYakov E. Lvovich0Andrey P. Preobrazhenskiy1Tatiana V. Avetisyan2Voronezh State Technical UniversityVoronezh Institute of High TechnologiesVoronezh Institute of High TechnologiesThe analysis shows that the real information flows are characterized by: arbitrary distribution function; the presence of both quantitative and qualitative indicators; the absence of part of the meaningful data fragments; unreliability of data associated with errors in registration and their entry; parametric redundancy. Not all of the existing tools included in most of the instrumental systems, make it possible to solve a number of these problems. The article deals with the problem related to information filtering. The illustration of an algorithm scheme, which allows to conduct information filtering, is presented. The stages used in the construction of the algorithm are specified in detail. The geometric approach is applied. It gives an opportunity to lead consideration of information messages in the form of “constellations” which are connected with the i-dimensional feature hyperspace. An algorithm that allows to implement gap filling is proposed. The results presented in the paper can be useful when considering different information flows in modern information systems.http://ijournal-as.com/jour/index.php/ijas/article/view/124algorithminformation filteringgap fillingindicator |
| spellingShingle | Yakov E. Lvovich Andrey P. Preobrazhenskiy Tatiana V. Avetisyan ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS International Journal of Advanced Studies algorithm information filtering gap filling indicator |
| title | ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS |
| title_full | ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS |
| title_fullStr | ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS |
| title_full_unstemmed | ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS |
| title_short | ANALYSIS OF THE USE OF ALGORITHMS TO FILTER INFORMATION AND FILL GAPS |
| title_sort | analysis of the use of algorithms to filter information and fill gaps |
| topic | algorithm information filtering gap filling indicator |
| url | http://ijournal-as.com/jour/index.php/ijas/article/view/124 |
| work_keys_str_mv | AT yakovelvovich analysisoftheuseofalgorithmstofilterinformationandfillgaps AT andreyppreobrazhenskiy analysisoftheuseofalgorithmstofilterinformationandfillgaps AT tatianavavetisyan analysisoftheuseofalgorithmstofilterinformationandfillgaps |