Models Data Analysis of the Subject’s Lifelong Learning
Introduction. The modeling of a complex object “data analysis of learning of the subject throughout life”, supported by technology, is experiencing a special stage of its development, undergoing a great influx of potential opportunities and possibilities. induce a steady increase in digital capabili...
Uloženo v:
| Vydáno v: | Control systems and computers (Online) číslo 2 (306); s. 48 - 64 |
|---|---|
| Hlavní autoři: | , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
01.07.2024
|
| ISSN: | 2706-8145, 2706-8153 |
| On-line přístup: | Získat plný text |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
|
| Abstract | Introduction. The modeling of a complex object “data analysis of learning of the subject throughout life”, supported by technology, is experiencing a special stage of its development, undergoing a great influx of potential opportunities and possibilities. induce a steady increase in digital capabilities for everyone, Numerous subjects implement the designated capabilities with different perspectives, goals, at different levels, stages, different approaches, methods, designs, languages, procedures, systems, processes, tools, services, standards The hidden problem It seems that this great potential has not yet been systematically realized throughout life. And therefore, a lot of existing knowledge, models and technologies are often not effectively translated into existing tools for everyone. In our research, modeling focuses at a high level of abstraction on the enhanced understanding of the subject of the strategy for direct development, the adoption of informed solutions to the selection, adaptation of existing and planned Innovative tools, methods, analytics of all types with the help of available management systems. Purpose. The purpose of this study is develop a formalized description with meaningful interpretations of basic system-forming elements, modeling constructs, a general model, inheritance models and a register of tasks to systematically improve understanding, progress of results, quality of products, services and making informed decisions for stakeholders based on methods and tools data analysis of learning of the subject throughout life. Methods. System methodology, methods of analogies, didactic methods. Results. On the basis of fundamental facts, ideas and systematic methodology, at the highest level of formalization, basic system elements, modeling constructs, a general model, inheritance models and a register of tasks are proposed and meaningfully interpreted in order to systematically improve understanding, progress, results, quality of products, services and acceptance reasoned decisions for interested parties based on methods and tools of of learning of the subject throughout life with the help of an accessible management system. Conclusion. Modeling and practical implementation of an extremely complex process, system <data analysis of learning and behavior of the subject throughout life> in the era of digital transformations requires a comprehensive solution to many complex problems such as understanding, scaling, protection of property, elimination of uncertainty, interoperability, harmonization of existing and planned official and de facto standards. Systematized application of constructions from mathematical theories allows to better see their behavior, destroys uncertainty, helps to scale solutions, etc. Therefore, a necessary condition, a requirement for systematic improvement of models is a complex interpretation of abstractions in the context of the specified problems, as well as their practical approbation using available control systems with the aim of identifying and disseminating best practices to interested parties. The main directions of further research: building models of learning oriented games as part of the developed model of the Register of tasks in order to improve the skills of subjects in relation to data analysis: such as critical thinking, problem solving, communication, subject knowledge, data visualization; research on best practices for using the Glossary. |
|---|---|
| AbstractList | Introduction. The modeling of a complex object “data analysis of learning of the subject throughout life”, supported by technology, is experiencing a special stage of its development, undergoing a great influx of potential opportunities and possibilities. induce a steady increase in digital capabilities for everyone, Numerous subjects implement the designated capabilities with different perspectives, goals, at different levels, stages, different approaches, methods, designs, languages, procedures, systems, processes, tools, services, standards The hidden problem It seems that this great potential has not yet been systematically realized throughout life. And therefore, a lot of existing knowledge, models and technologies are often not effectively translated into existing tools for everyone. In our research, modeling focuses at a high level of abstraction on the enhanced understanding of the subject of the strategy for direct development, the adoption of informed solutions to the selection, adaptation of existing and planned Innovative tools, methods, analytics of all types with the help of available management systems. Purpose. The purpose of this study is develop a formalized description with meaningful interpretations of basic system-forming elements, modeling constructs, a general model, inheritance models and a register of tasks to systematically improve understanding, progress of results, quality of products, services and making informed decisions for stakeholders based on methods and tools data analysis of learning of the subject throughout life. Methods. System methodology, methods of analogies, didactic methods. Results. On the basis of fundamental facts, ideas and systematic methodology, at the highest level of formalization, basic system elements, modeling constructs, a general model, inheritance models and a register of tasks are proposed and meaningfully interpreted in order to systematically improve understanding, progress, results, quality of products, services and acceptance reasoned decisions for interested parties based on methods and tools of of learning of the subject throughout life with the help of an accessible management system. Conclusion. Modeling and practical implementation of an extremely complex process, system <data analysis of learning and behavior of the subject throughout life> in the era of digital transformations requires a comprehensive solution to many complex problems such as understanding, scaling, protection of property, elimination of uncertainty, interoperability, harmonization of existing and planned official and de facto standards. Systematized application of constructions from mathematical theories allows to better see their behavior, destroys uncertainty, helps to scale solutions, etc. Therefore, a necessary condition, a requirement for systematic improvement of models is a complex interpretation of abstractions in the context of the specified problems, as well as their practical approbation using available control systems with the aim of identifying and disseminating best practices to interested parties. The main directions of further research: building models of learning oriented games as part of the developed model of the Register of tasks in order to improve the skills of subjects in relation to data analysis: such as critical thinking, problem solving, communication, subject knowledge, data visualization; research on best practices for using the Glossary. |
| Author | Manako, Volodymyr V. Manako, Alla F. |
| Author_xml | – sequence: 1 givenname: Alla F. orcidid: 0000-0002-9706-7118 surname: Manako fullname: Manako, Alla F. – sequence: 2 givenname: Volodymyr V. orcidid: 0009-0002-4945-1892 surname: Manako fullname: Manako, Volodymyr V. |
| BookMark | eNo9z7lOw0AUheERChIhpKecF7C5s3qmjMIqGVGQfnRnC0bGRp5QpOM1eD2ehLCI6vzVkb5TMhvGIRFyzqBmSkJzEUqoOXBZA69BmiMy5w3oyjAlZv8t1QlZltJ5kLIRQhs2J_Z-jKkv9BJ3SFcD9vvSFTpmuntK9PHNP6ew-3z_KLTtcurHYUvbhNPQDdszcpyxL2n5twuyub7arG-r9uHmbr1qq2CEqdCiiSZ7JUKjtNIhKGE819igBS0SQ2kt597EyFX2jAEyMMpqoYKI0YsFgd_bMI2lTCm716l7wWnvGLgfvDvg3TfeAXcHvPgCQcBO3w |
| Cites_doi | 10.1186/s12879-021-06571-0 10.1186/s40816-017-0047-6 10.1111/j.1398-9995.2005.00830.x 10.1007/s11882-020-00917-5 10.1002/14651858.CD004417.pub5 10.1016/j.amjoto.2022.103644 10.1002/14651858.CD006089.pub5 10.1002/lary.24709 10.1136/ebm.11.4.114 10.1371/journal.pone.0192330 10.1016/j.amjoto.2020.102564 10.1016/j.anai.2012.01.015 10.4104/pcrj.2012.00085 10.5694/mja16.01042 10.12659/MSM.929714 10.4081/mrm.2016.311 10.1016/j.jaci.2005.08.044 10.3389/fped.2020.544460 |
| ContentType | Journal Article |
| CorporateAuthor | Ukrainian Language and Information Fund of the NAS of Ukraine International Research and Training Center for Information Technologies and Systems of the NAS and MES of Ukraine |
| CorporateAuthor_xml | – name: International Research and Training Center for Information Technologies and Systems of the NAS and MES of Ukraine – name: Ukrainian Language and Information Fund of the NAS of Ukraine |
| DBID | AAYXX CITATION |
| DOI | 10.15407/csc.2024.02.048 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 2706-8153 |
| EndPage | 64 |
| ExternalDocumentID | 10_15407_csc_2024_02_048 |
| GroupedDBID | AAYXX ALMA_UNASSIGNED_HOLDINGS CITATION GROUPED_DOAJ |
| ID | FETCH-LOGICAL-c838-a9a8d8fb53c75656cc538b26a7a9063e1a49922b8dd25fb110a10859635c3ddb3 |
| ISSN | 2706-8145 |
| IngestDate | Sat Nov 29 06:34:01 EST 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 (306) |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c838-a9a8d8fb53c75656cc538b26a7a9063e1a49922b8dd25fb110a10859635c3ddb3 |
| ORCID | 0000-0002-9706-7118 0009-0002-4945-1892 |
| OpenAccessLink | http://usim.org.ua/arch/2024/2/7.pdf |
| PageCount | 17 |
| ParticipantIDs | crossref_primary_10_15407_csc_2024_02_048 |
| PublicationCentury | 2000 |
| PublicationDate | 2024-07-00 |
| PublicationDateYYYYMMDD | 2024-07-01 |
| PublicationDate_xml | – month: 07 year: 2024 text: 2024-07-00 |
| PublicationDecade | 2020 |
| PublicationTitle | Control systems and computers (Online) |
| PublicationYear | 2024 |
| References | ref13 ref12 ref15 ref14 ref20 Fokkens (ref2) 2005; 60 ref11 ref22 ref10 ref21 ref0 ref1 ref17 ref16 ref19 ref18 ref8 ref9 ref4 ref3 ref6 ref5 R McCullough (ref7) 2017; 207 |
| References_xml | – ident: ref8 doi: 10.1186/s12879-021-06571-0 – ident: ref12 doi: 10.1186/s40816-017-0047-6 – ident: ref3 – volume: 60 start-page: 583 issue: 5 year: 2005 ident: ref2 article-title: EAACI position paper on rhinosinusitis and nasal polyps executive summary publication-title: Allergy doi: 10.1111/j.1398-9995.2005.00830.x – ident: ref1 doi: 10.1007/s11882-020-00917-5 – ident: ref11 doi: 10.1002/14651858.CD004417.pub5 – ident: ref15 doi: 10.1016/j.amjoto.2022.103644 – ident: ref6 doi: 10.1002/14651858.CD006089.pub5 – ident: ref5 doi: 10.1002/lary.24709 – ident: ref21 doi: 10.1136/ebm.11.4.114 – ident: ref4 doi: 10.1371/journal.pone.0192330 – ident: ref14 doi: 10.1016/j.amjoto.2020.102564 – ident: ref17 doi: 10.1016/j.anai.2012.01.015 – ident: ref9 – ident: ref19 – ident: ref22 doi: 10.4104/pcrj.2012.00085 – volume: 207 start-page: 65 issue: 2 year: 2017 ident: ref7 article-title: Antibiotics for acute respiratory infections in general practice: comparison of prescribing rates with guideline recommendations publication-title: Med J Aust doi: 10.5694/mja16.01042 – ident: ref0 – ident: ref13 doi: 10.12659/MSM.929714 – ident: ref16 – ident: ref18 doi: 10.4081/mrm.2016.311 – ident: ref20 doi: 10.1016/j.jaci.2005.08.044 – ident: ref10 doi: 10.3389/fped.2020.544460 |
| SSID | ssib044733681 ssj0002511682 |
| Score | 2.2603014 |
| Snippet | Introduction. The modeling of a complex object “data analysis of learning of the subject throughout life”, supported by technology, is experiencing a special... |
| SourceID | crossref |
| SourceType | Index Database |
| StartPage | 48 |
| Title | Models Data Analysis of the Subject’s Lifelong Learning |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2706-8153 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002511682 issn: 2706-8145 databaseCode: DOA dateStart: 20090101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2706-8153 dateEnd: 99991231 omitProxy: false ssIdentifier: ssib044733681 issn: 2706-8145 databaseCode: M~E dateStart: 20190101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LT9tAEF5R4FAOFY8ioAXtgQtChrBex95jhYg4QMQhirhZ-zKqCE4UBxQuVf8Gf6-_pDPe3WCCkODAIVa0tkdrz2henvmGkH1rYt4ythWdSKEjLkUcwS-JFJOmhvO2dTKnf5F2u9n1tbjyCf2qHieQlmU2nYrRp7Ia1oDZ2Dr7AXbPiMIC_AemwxHYDsd3MR6nmw0qYOdEvoAcQQ8T1ATmXUKFg6ggJi_sAOcNeaDVm6a3eurr2B3ccxV64OoxENU8UKlPbJfy1nfODORh5-j1iT6oW_N49zg-7B81cw6Mz-pTvWpiaauNyUP3Pdo21xz0r5cahluBoCTswylJB63pza3DMH-lyBEXEN60rhBmkvEaVzXc18TMnrNlswpDjG2QRg4UcqSQt1gOFL6QJZYmAov_Lv-cBc3DOaJC-g5ctOEYeLXrSWOzR_XfuJHo8dy2Gj5NwznprZJvPqqgv5w0rJEFW66TlQbW5AYRTi4oygUNckGHBQW5oF4u_v19qmiQCBok4jvpdc56p-eRn5sR6QzMlxQyM1mhklin6K5rDUZNsbZMpQCH1J5IjmDEKjOGJYUC_09iCwpo4kTHxqh4kyyWw9JuEVoIbrQWiTRacp5IlXCVqiJWcdsqpfg2OQgPno8cOkr-1pvf-cC1P8jXZ7H7SRYn43u7S5b1w-R3Nd6r8yZ7NQP_AyFWVtI |
| linkProvider | ISSN International Centre |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Models+Data+Analysis+of+the+Subject%E2%80%99s+Lifelong+Learning&rft.jtitle=Control+systems+and+computers+%28Online%29&rft.au=Manako%2C+Alla+F.&rft.au=Manako%2C+Volodymyr+V.&rft.date=2024-07-01&rft.issn=2706-8145&rft.eissn=2706-8153&rft.issue=2+%28306%29&rft.spage=48&rft.epage=64&rft_id=info:doi/10.15407%2Fcsc.2024.02.048&rft.externalDBID=n%2Fa&rft.externalDocID=10_15407_csc_2024_02_048 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2706-8145&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2706-8145&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2706-8145&client=summon |