{"id":"https://openalex.org/W4297811468","doi":"https://doi.org/10.32744/pse.2022.4.12","title":"A digital footprint as a mechanism of individualizing a student\u2019s educational trajectory (on the case of the \"Digital technologies of self-education\" course)","display_name":"A digital footprint as a mechanism of individualizing a student\u2019s educational trajectory (on the case of the \"Digital technologies of self-education\" course)","publication_year":2022,"publication_date":"2022-09-01","ids":{"openalex":"https://openalex.org/W4297811468","doi":"https://doi.org/10.32744/pse.2022.4.12"},"language":"en","primary_location":{"id":"doi:10.32744/pse.2022.4.12","doi":"https://doi.org/10.32744/pse.2022.4.12","is_oa":true,"landing_page_url":"https://doi.org/10.32744/pse.2022.4.12","pdf_url":"https://pnojournalarchive.files.wordpress.com/2022/09/pdf_220412.pdf","source":{"id":"https://openalex.org/S4210170054","display_name":"Perspectives of science and education","issn_l":"2307-2334","issn":["2307-2334"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives of Science and Education","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://pnojournalarchive.files.wordpress.com/2022/09/pdf_220412.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sergey Gorbatov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210153747","display_name":"Samara State Transport University","ror":"https://ror.org/05m9bzv71","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210153747"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Gorbatov","raw_affiliation_strings":["Institute of Distance and E-Learning Samara State Transport University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Distance and E-Learning Samara State Transport University","institution_ids":["https://openalex.org/I4210153747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025816269","display_name":"E. Krasnova","orcid":"https://orcid.org/0000-0002-3100-9310","observed_orcids":["https://orcid.org/0000-0002-3100-9310"]},"institutions":[{"id":"https://openalex.org/I4210153747","display_name":"Samara State Transport University","ror":"https://ror.org/05m9bzv71","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210153747"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Elena A. Krasnova","raw_affiliation_strings":["Department \"Digital Technologies in Education Samara State Transport University","Institute of Distance and E-Learning Samara State Transport University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department \"Digital Technologies in Education Samara State Transport University","institution_ids":["https://openalex.org/I4210153747"]},{"raw_affiliation_string":"Institute of Distance and E-Learning Samara State Transport University","institution_ids":["https://openalex.org/I4210153747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210153747"],"apc_list":null,"apc_paid":null,"fwci":0.6925,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73211173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"58","issue":"4","first_page":"193","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14496","display_name":"Educational Technology and E-Learning","score":0.875,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14496","display_name":"Educational Technology and E-Learning","score":0.875,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12408","display_name":"Digital Transformation of Higher Education","score":0.024299999698996544,"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/T14519","display_name":"Innovations in Education and Learning Technologies","score":0.023399999365210533,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-footprint","display_name":"digital footprint","score":0.9700000286102295},{"id":"https://openalex.org/keywords/individualized-learning-trajectories","display_name":"individualized learning trajectories","score":0.7480000257492065},{"id":"https://openalex.org/keywords/moodle","display_name":"Moodle","score":0.6019999980926514},{"id":"https://openalex.org/keywords/online-course-design","display_name":"online course design","score":0.7820000052452087},{"id":"https://openalex.org/keywords/self-education","display_name":"self-education","score":0.7609999775886536},{"id":"https://openalex.org/keywords/competency-assessment","display_name":"competency assessment","score":0.5609999895095825},{"id":"https://openalex.org/keywords/automated-assessment","display_name":"automated assessment","score":0.48899999260902405},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.5989999771118164},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.699999988079071},{"id":"https://openalex.org/keywords/digitalization-of-education","display_name":"digitalization of education","score":0.7450000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6443249583244324},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6259899735450745},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6246587038040161},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.5665146112442017},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.44630923867225647},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.4435630142688751},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32997971773147583},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1745522916316986},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32744/pse.2022.4.12","doi":"https://doi.org/10.32744/pse.2022.4.12","is_oa":true,"landing_page_url":"https://doi.org/10.32744/pse.2022.4.12","pdf_url":"https://pnojournalarchive.files.wordpress.com/2022/09/pdf_220412.pdf","source":{"id":"https://openalex.org/S4210170054","display_name":"Perspectives of science and education","issn_l":"2307-2334","issn":["2307-2334"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives of Science and Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32744/pse.2022.4.12","doi":"https://doi.org/10.32744/pse.2022.4.12","is_oa":true,"landing_page_url":"https://doi.org/10.32744/pse.2022.4.12","pdf_url":"https://pnojournalarchive.files.wordpress.com/2022/09/pdf_220412.pdf","source":{"id":"https://openalex.org/S4210170054","display_name":"Perspectives of science and education","issn_l":"2307-2334","issn":["2307-2334"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives of Science and Education","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297811468.pdf","grobid_xml":"https://content.openalex.org/works/W4297811468.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W631917952","https://openalex.org/W2899500731","https://openalex.org/W2938364412","https://openalex.org/W2940725132","https://openalex.org/W2943985460","https://openalex.org/W2954902623","https://openalex.org/W2973765809","https://openalex.org/W3026348297","https://openalex.org/W3027832643","https://openalex.org/W3039647865","https://openalex.org/W3045333058","https://openalex.org/W3082281166","https://openalex.org/W3137048102","https://openalex.org/W3164585164","https://openalex.org/W3166364427","https://openalex.org/W3186325324","https://openalex.org/W3196618078","https://openalex.org/W3196835363","https://openalex.org/W3197508697","https://openalex.org/W3201365208","https://openalex.org/W4391285994"],"related_works":["https://openalex.org/W4319229525","https://openalex.org/W7130654533","https://openalex.org/W3096103919","https://openalex.org/W7010734709","https://openalex.org/W4312942599","https://openalex.org/W2602994269","https://openalex.org/W3164585164","https://openalex.org/W4415595017","https://openalex.org/W4396556447","https://openalex.org/W7200234932"],"abstract_inverted_index":{"Introduction.":[0],"Digital":[1],"transformation":[2],"of":[3,10,14,22,30,33,42,58,64,72,105,113,122,125,129,131,142,147,155,163,187,191,193,202,215,236,246,255,271,276,282,285,288,326,330,342,349,352,358,369,395,400],"the":[4,18,31,40,52,56,59,65,103,114,120,123,126,132,143,153,156,170,175,180,189,194,198,221,226,234,244,253,268,272,280,283,286,290,324,340,350,367,376,384,393],"education":[5],"sector":[6],"leads":[7],"to":[8,50,68,84,101,168,219,322,382,411],"accumulation":[9],"a":[11,23,70,86,90,94,210,306,327,361],"significant":[12],"amount":[13],"digital":[15,25,96],"information":[16],"about":[17],"educational":[19,36,45,60,133,195,199,336,356,402],"process.":[20,200],"Analysis":[21],"student's":[24,95,328],"footprint":[26],"can":[27],"become":[28],"one":[29],"means":[32],"individualizing":[34],"his":[35],"trajectory.":[37],"To":[38,173],"personalize":[39],"progress":[41],"mastering":[43,247,293,329],"an":[44,73,248,256,331],"program,":[46],"it":[47],"is":[48,67,317],"optimal":[49],"use":[51],"resources":[53],"available":[54],"in":[55,136,243,375,416],"toolbox":[57],"institution.":[61],"The":[62,183,213,231,265,301],"purpose":[63],"paper":[66],"describe":[69,102],"model":[71,303],"electronic":[74,249],"training":[75,250,307],"course":[76,107,144,222,245,251,273,308],"based":[77,92,309],"on":[78,93,119,152,207,279,292,310,339],"LMS":[79,311],"Moodle,":[80],"which":[81],"allows":[82,320,409],"you":[83,321],"build":[85],"trajectory":[87,196,325],"for":[88,259,304,407],"studying":[89],"subject":[91],"footprint,":[97],"as":[98,100],"well":[99],"results":[104,357],"this":[106],"testing.":[108],"Materials":[109],"and":[110,138,177,238,261,319,347,354,372,379,389],"methods.":[111],"Modeling":[112],"e-course":[115],"was":[116,149,229],"carried":[117,150],"out":[118,151],"basis":[121,154,281],"analysis":[124],"basic":[127],"principles":[128],"individualization":[130,192],"trajectory,":[134],"described":[135],"scientific":[137],"methodological":[139],"works.":[140],"Testing":[141],"\"Digital":[145,274],"Technologies":[146,275],"Self-Education\"":[148],"Samara":[157],"State":[158],"Transport":[159],"University.":[160],"Nonparametric":[161],"methods":[162],"mathematical":[164],"statistics":[165],"were":[166],"used":[167],"process":[169,287,351,386],"obtained":[171,240],"results.":[172],"compare":[174],"control":[176],"experimental":[178],"groups,":[179],"Mann-Whitney.":[181],"Results.":[182],"study":[184,266],"revealed":[185],"efficiency":[186],"including":[188],"mechanisms":[190],"into":[197],"86%":[201],"students":[203,216,242,359],"completed":[204],"their":[205,401,405,413],"studies":[206],"time":[208],"with":[209,252],"positive":[211,269],"result.":[212],"number":[214],"who":[217],"continued":[218],"complete":[220],"assignments":[223],"after":[224],"receiving":[225],"minimum":[227],"points":[228],"27%.":[230],"research":[232],"confirmed":[233],"quality":[235,394],"knowledge":[237],"skills":[239],"by":[241,334],"support":[254],"automated":[257],"mechanism":[258],"forming":[260],"assessing":[262],"students'":[263],"competencies.":[264],"proved":[267],"impact":[270],"Self-Education\",":[277],"developed":[278],"algorithmization":[284],"achieving":[289],"goal,":[291],"related":[294],"subjects":[295],"(p":[296],"<":[297],"0,01).":[298],"Practical":[299],"significance.":[300],"proposed":[302],"developing":[305,417],"Moodle":[312],"using":[313],"standard":[314],"system":[315],"tools":[316],"universal":[318],"individualize":[323],"academic":[332],"discipline":[333],"varying":[335],"tasks":[337],"depending":[338],"level":[341],"individual":[343,414],"skills.":[344,419],"Conclusion.":[345],"Algorithmization":[346],"automation":[348],"collecting":[353],"processing":[355],"frees":[360],"teacher":[362],"from":[363],"routine":[364],"tasks,":[365],"solves":[366],"problem":[368],"strengthening":[370],"thematic":[371],"interdisciplinary":[373],"connections":[374],"learning":[377,385],"process,":[378],"also":[380],"enables":[381],"make":[383],"more":[387],"flexible":[388],"personalized":[390],"without":[391],"losing":[392],"competencies":[396],"formation.":[397],"Students'":[398],"understanding":[399],"route":[403],"enhances":[404],"motivation":[406],"learning,":[408],"them":[410],"realize":[412],"needs":[415],"professional":[418]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-10-01T00:00:00"}
