{"id":"https://openalex.org/W4415934799","doi":"https://doi.org/10.1109/tele66816.2025.11212048","title":"Application of Markov Chain Simulation Modeling for Developing Professional Competencies of Mathematics Students","display_name":"Application of Markov Chain Simulation Modeling for Developing Professional Competencies of Mathematics Students","publication_year":2025,"publication_date":"2025-09-18","ids":{"openalex":"https://openalex.org/W4415934799","doi":"https://doi.org/10.1109/tele66816.2025.11212048"},"language":"en","primary_location":{"id":"doi:10.1109/tele66816.2025.11212048","doi":"https://doi.org/10.1109/tele66816.2025.11212048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tele66816.2025.11212048","pdf_url":null,"source":{"id":"https://openalex.org/S7407087953","display_name":"International Conference on Technology Enhanced Learning in Higher Education (TELE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Technology Enhanced Learning in Higher Education (TELE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035176280","display_name":"Elena Kuznetsova","orcid":"https://orcid.org/0000-0001-5408-2070","observed_orcids":["https://orcid.org/0000-0001-5408-2070","https://orcid.org/0009-0004-4627-352X"]},"institutions":[{"id":"https://openalex.org/I4210089287","display_name":"Lipetsk State Technical University","ror":"https://ror.org/006fh5g40","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210089287"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Elena Kuznetsova","raw_affiliation_strings":["Institute of Computer Sciences, Lipetsk State Technical University,Lipetsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Sciences, Lipetsk State Technical University,Lipetsk,Russia","institution_ids":["https://openalex.org/I4210089287"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Tatiana Fomina","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210152687","display_name":"Lipetsk State Pedagogical University","ror":"https://ror.org/05k0x2w50","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210152687"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Tatiana Fomina","raw_affiliation_strings":["Institute of Natural, Mathematical and Technical Sciences, Lipetsk State Pedagogical University,Lipetsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Natural, Mathematical and Technical Sciences, Lipetsk State Pedagogical University,Lipetsk,Russia","institution_ids":["https://openalex.org/I4210152687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038646096","display_name":"Natalia Zhbanova","orcid":"https://orcid.org/0000-0001-7324-9841","observed_orcids":["https://orcid.org/0000-0001-7324-9841"]},"institutions":[{"id":"https://openalex.org/I4210089287","display_name":"Lipetsk State Technical University","ror":"https://ror.org/006fh5g40","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210089287"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Natalia Zhbanova","raw_affiliation_strings":["Institute of Computer Sciences, Lipetsk State Technical University,Lipetsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Sciences, Lipetsk State Technical University,Lipetsk,Russia","institution_ids":["https://openalex.org/I4210089287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060480297","display_name":"Margarita Karlova","orcid":"https://orcid.org/0000-0002-0354-9897","observed_orcids":["https://orcid.org/0000-0002-0354-9897"]},"institutions":[{"id":"https://openalex.org/I4210152687","display_name":"Lipetsk State Pedagogical University","ror":"https://ror.org/05k0x2w50","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210152687"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Margarita Karlova","raw_affiliation_strings":["Institute of Natural, Mathematical and Technical Sciences, Lipetsk State Pedagogical University,Lipetsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Natural, Mathematical and Technical Sciences, Lipetsk State Pedagogical University,Lipetsk,Russia","institution_ids":["https://openalex.org/I4210152687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001329971","display_name":"Sergey Zhbanov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210089287","display_name":"Lipetsk State Technical University","ror":"https://ror.org/006fh5g40","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210089287"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Zhbanov","raw_affiliation_strings":["Institute of Computer Sciences, Lipetsk State Technical University,Lipetsk,Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Sciences, Lipetsk State Technical University,Lipetsk,Russia","institution_ids":["https://openalex.org/I4210089287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12522","display_name":"Mathematics Education and Pedagogy","score":0.288100004196167,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12522","display_name":"Mathematics Education and Pedagogy","score":0.288100004196167,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14079","display_name":"Mathematics Education and Programs","score":0.2667999863624573,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.2345000058412552,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/professional-competence","display_name":"professional competence","score":0.9800000190734863},{"id":"https://openalex.org/keywords/mathematics-students","display_name":"mathematics students","score":0.8109999895095825},{"id":"https://openalex.org/keywords/probabilistic-reasoning","display_name":"probabilistic reasoning","score":0.8510000109672546},{"id":"https://openalex.org/keywords/conceptual-understanding","display_name":"conceptual understanding","score":0.9909999966621399},{"id":"https://openalex.org/keywords/fundamental-knowledge","display_name":"fundamental knowledge","score":0.5379999876022339},{"id":"https://openalex.org/keywords/applied-mathematics-education","display_name":"applied mathematics education","score":0.8050000071525574},{"id":"https://openalex.org/keywords/computer-science-education","display_name":"computer science education","score":0.9819999933242798},{"id":"https://openalex.org/keywords/curriculum-development","display_name":"curriculum development","score":0.5590000152587891},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"lifelong learning","score":0.9399999976158142}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5975000262260437},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5418000221252441},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5343000292778015},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4494999945163727},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.41440001130104065},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4049000144004822},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.39730000495910645},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.3806999921798706},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.3296999931335449},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C2777552389","wikidata":"https://www.wikidata.org/wiki/Q1962728","display_name":"Course (navigation)","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tele66816.2025.11212048","doi":"https://doi.org/10.1109/tele66816.2025.11212048","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tele66816.2025.11212048","pdf_url":null,"source":{"id":"https://openalex.org/S7407087953","display_name":"International Conference on Technology Enhanced Learning in Higher Education (TELE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Technology Enhanced Learning in Higher Education (TELE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.9901999831199646}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2619740510","https://openalex.org/W2759284436","https://openalex.org/W2915005587","https://openalex.org/W2954739298","https://openalex.org/W3106612793","https://openalex.org/W3149380108","https://openalex.org/W3158243991","https://openalex.org/W3185983540","https://openalex.org/W4283371913","https://openalex.org/W4313177467"],"related_works":["https://openalex.org/W3111356826","https://openalex.org/W320090334","https://openalex.org/W4403472152","https://openalex.org/W2584749812","https://openalex.org/W2952880182","https://openalex.org/W2978048660","https://openalex.org/W2045031964","https://openalex.org/W2896712763","https://openalex.org/W3106612793","https://openalex.org/W2604505727"],"abstract_inverted_index":{"Modern":[0],"conditions":[1],"for":[2],"the":[3,8,18,31,44,51,60,75,81],"functioning":[4],"of":[5,33,43,53,65,74,83],"society":[6],"dictate":[7],"need":[9],"to":[10,20,27],"train":[11],"a":[12,40,63],"specialist":[13],"with":[14],"fundamental":[15,67],"training":[16],"and":[17,71,86],"ability":[19],"learn":[21],"throughout":[22],"his":[23],"life.":[24],"The":[25,48],"solution":[26],"this":[28],"problem":[29],"requires":[30],"formation":[32],"professional":[34],"competencies":[35],"in":[36,59,77,80],"students":[37,78],"based":[38],"on":[39],"conceptual":[41,72],"understanding":[42,73],"material":[45],"being":[46],"studied.":[47],"article":[49],"considers":[50],"possibilities":[52],"including":[54],"Markov":[55],"chain":[56],"simulation":[57],"modeling":[58],"curriculum":[61],"as":[62],"means":[64],"forming":[66],"knowledge,":[68],"probabilistic":[69],"thinking":[70],"subject":[76],"studying":[79],"areas":[82],"applied":[84],"mathematics":[85],"computer":[87],"science.":[88]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-11-05T00:00:00"}
