{"id":"https://openalex.org/W4416744277","doi":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","title":"Teachers attitudes toward the use of neural network technologies in learning by students of pedagogical specialties","display_name":"Teachers attitudes toward the use of neural network technologies in learning by students of pedagogical specialties","publication_year":2025,"publication_date":"2025-11-26","ids":{"openalex":"https://openalex.org/W4416744277","doi":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241"},"language":"en","primary_location":{"id":"doi:10.58442/3041-1831-2025-34(63)-216-241","doi":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","is_oa":true,"landing_page_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","pdf_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","source":{"id":"https://openalex.org/S4210187806","display_name":"Bulletin of Postgraduate Education (Series","issn_l":"2218-7650","issn":["2218-7650","3041-1831","3041-184X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus"],"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":"Bulletin of Postgraduate Education (Series)","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080588448","display_name":"Olena M. Pehota","orcid":"https://orcid.org/0000-0001-9089-7138","observed_orcids":["https://orcid.org/0000-0001-9089-7138"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olena Pehota","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-9089-7138","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114220940","display_name":"\u0421\u0435\u0440\u0433\u0456\u0439 \u0411\u0454\u043b\u044f\u0454\u0432","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Serhii Bieliaiev","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1272-2038","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061663871","display_name":"Iryna Darmanska","orcid":"https://orcid.org/0000-0002-8212-7229","observed_orcids":["https://orcid.org/0000-0002-8212-7229"]},"institutions":[{"id":"https://openalex.org/I4387155199","display_name":"Khmelnytskyi Humanitarian-Pedagogical Academy","ror":"https://ror.org/033ntwq47","country_code":"UA","type":"education","lineage":["https://openalex.org/I4387155199"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Darmanska","raw_affiliation_strings":["Dean of the Faculty of Primary Education and Philology Khmelnytskyi Humanitarian-Pedagogical Academy . Khmelnytskyi , Ukraine","Doctor of Pedagogical Sciences , Professor,"],"raw_orcid":"https://orcid.org/0000-0002-8212-7229","affiliations":[{"raw_affiliation_string":"Dean of the Faculty of Primary Education and Philology Khmelnytskyi Humanitarian-Pedagogical Academy . Khmelnytskyi , Ukraine","institution_ids":["https://openalex.org/I4387155199"]},{"raw_affiliation_string":"Doctor of Pedagogical Sciences , Professor,","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8153,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70456915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"34","issue":"63","first_page":"216","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9994999766349792,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.9994999766349792,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":9.999999747378752e-05,"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/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.8320000171661377},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8240000009536743},{"id":"https://openalex.org/keywords/teacher-attitudes","display_name":"teacher attitudes","score":0.890999972820282},{"id":"https://openalex.org/keywords/pedagogical-specialties","display_name":"pedagogical specialties","score":0.8090000152587891},{"id":"https://openalex.org/keywords/academic-integrity","display_name":"academic integrity","score":0.7070000171661377},{"id":"https://openalex.org/keywords/student-autonomy","display_name":"student independence","score":0.9470000267028809},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"critical thinking","score":0.847000002861023},{"id":"https://openalex.org/keywords/technological-dependence","display_name":"technology dependence","score":0.9459999799728394},{"id":"https://openalex.org/keywords/ai-regulation","display_name":"AI regulation","score":0.7120000123977661},{"id":"https://openalex.org/keywords/digital-ethics","display_name":"digital ethics","score":0.8870000243186951},{"id":"https://openalex.org/keywords/media-literacy","display_name":"media literacy","score":0.9440000057220459},{"id":"https://openalex.org/keywords/teacher-education","display_name":"teacher professional development","score":0.7979999780654907},{"id":"https://openalex.org/keywords/ai-assisted-learning","display_name":"AI-assisted learning","score":0.6779999732971191},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.6940000057220459}],"concepts":[{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6931999921798706},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5090000033378601},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5076000094413757},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4959000051021576},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3582000136375427},{"id":"https://openalex.org/C137996800","wikidata":"https://www.wikidata.org/wiki/Q762702","display_name":"Technological change","level":2,"score":0.3538999855518341},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3449000120162964},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.3440000116825104},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3296999931335449},{"id":"https://openalex.org/C51067260","wikidata":"https://www.wikidata.org/wiki/Q828812","display_name":"Professional development","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.32429999113082886},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.30570000410079956},{"id":"https://openalex.org/C2993993938","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical standards","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C500143535","wikidata":"https://www.wikidata.org/wiki/Q31022","display_name":"Professional ethics","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.2603999972343445}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.58442/3041-1831-2025-34(63)-216-241","doi":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","is_oa":true,"landing_page_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","pdf_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","source":{"id":"https://openalex.org/S4210187806","display_name":"Bulletin of Postgraduate Education (Series","issn_l":"2218-7650","issn":["2218-7650","3041-1831","3041-184X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus"],"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":"Bulletin of Postgraduate Education (Series)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.58442/3041-1831-2025-34(63)-216-241","doi":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","is_oa":true,"landing_page_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","pdf_url":"https://doi.org/10.58442/3041-1831-2025-34(63)-216-241","source":{"id":"https://openalex.org/S4210187806","display_name":"Bulletin of Postgraduate Education (Series","issn_l":"2218-7650","issn":["2218-7650","3041-1831","3041-184X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus"],"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":"Bulletin of Postgraduate Education (Series)","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.9901999831199646}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416744277.pdf","grobid_xml":"https://content.openalex.org/works/W4416744277.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W4385143156","https://openalex.org/W4386241047","https://openalex.org/W4387056256","https://openalex.org/W4388043490","https://openalex.org/W4390499730","https://openalex.org/W4391366584","https://openalex.org/W4392351056","https://openalex.org/W4394931634","https://openalex.org/W4400130562","https://openalex.org/W4402841691","https://openalex.org/W4411614238","https://openalex.org/W4414437090"],"related_works":["https://openalex.org/W7161568878","https://openalex.org/W7083297275","https://openalex.org/W4416827540","https://openalex.org/W4402947553","https://openalex.org/W7092416364","https://openalex.org/W7166730105","https://openalex.org/W7223540334","https://openalex.org/W7161266227","https://openalex.org/W7216253228","https://openalex.org/W4414870437"],"abstract_inverted_index":{"This":[0],"article":[1,331],"presents":[2],"the":[3,10,22,57,85,96,109,135,157,168,178,201,215,232,241,256,277,299,318,328,330],"results":[4],"of":[5,15,24,38,52,60,87,103,111,138,156,170,203,211,234,243,259,279,320],"an":[6],"empirical":[7],"study":[8,124,158],"examining":[9],"perceptions,":[11],"experiences,":[12],"and":[13,35,71,90,100,117,151,184,200,205,231,247,267,289,313,323,338,348],"attitudes":[14],"university":[16,161],"educators":[17,55,218],"in":[18,27,56,106,163,173,345],"pedagogical":[19,164],"fields":[20,165],"toward":[21],"use":[23,105,147,169,278],"neural":[25],"networks":[26],"education.":[28,45],"The":[29,46,123,154],"analysis":[30],"focuses":[31],"on":[32,327],"ethical,":[33,182],"legal,":[34,183],"strategic":[36],"dimensions":[37],"integrating":[39],"artificial":[40,171],"intelligence":[41,172],"(AI)":[42],"into":[43],"higher":[44,335],"findings":[47,155],"indicate":[48,159],"a":[49,132,142,305],"high":[50],"level":[51],"interest":[53],"among":[54],"potential":[58],"benefits":[59,258],"AI":[61,104,129,212,303],"\u2013":[62,74,222,238],"such":[63,223],"as":[64,131,141,224,286,304],"time":[65,262],"optimization,":[66,263],"improved":[67],"access":[68],"to":[69,191,317],"information,":[70],"enhanced":[72,264],"creativity":[73],"while":[75,176],"simultaneously":[76],"revealing":[77],"strong":[78],"concerns":[79],"regarding":[80],"academic":[81,300],"integrity,":[82],"student":[83,229],"autonomy,":[84,230],"decline":[86],"critical":[88,152,290,324],"thinking,":[89],"technological":[91,196,226],"dependence.":[92],"Most":[93],"respondents":[94],"support":[95,268],"need":[97,179],"for":[98,121,134,180,269,334,342],"governmental":[99],"institutional":[101],"regulation":[102],"education,":[107],"emphasizing":[108,177],"importance":[110,242],"methodological":[112,185],"guidelines,":[113],"modern":[114],"technical":[115],"infrastructure,":[116],"continuous":[118],"professional":[119,287],"development":[120,202,319],"educators.":[122],"shows":[125],"that":[126,160,207,274],"teachers":[127],"view":[128,167],"not":[130],"replacement":[133],"human":[136],"component":[137],"teaching":[139],"but":[140],"supportive":[143],"tool":[144],"whose":[145],"effective":[146],"requires":[148],"ethical":[149],"awareness":[150],"evaluation.":[153],"instructors":[162],"generally":[166],"education":[174,336],"positively,":[175],"clear":[181],"guidelines.":[186],"They":[187,272],"expect":[188],"educational":[189],"institutions":[190,337],"provide":[192],"systematic":[193],"regulation,":[194],"including":[195,261],"modernization,":[197],"staff":[198],"training,":[199],"recommendations":[204,333],"standards":[206],"ensure":[208],"responsible":[209],"implementation":[210],"tools.":[213],"At":[214],"same":[216],"time,":[217],"highlight":[219],"several":[220],"risks":[221],"increased":[225],"dependence,":[227],"reduced":[228],"spread":[233],"academically":[235],"dishonest":[236],"practices":[237],"which":[239],"underscores":[240],"strengthening":[244],"digital":[245,346],"ethics":[246],"media":[248],"literacy.":[249],"Despite":[250],"these":[251],"concerns,":[252],"lecturers":[253],"also":[254],"acknowledge":[255],"considerable":[257],"AI,":[260],"analytical":[265],"capacities,":[266],"creative":[270],"activities.":[271],"argue":[273],"control":[275],"over":[276],"intelligent":[280],"technologies":[281],"must":[282],"remain":[283],"with":[284],"humans,":[285],"experience":[288],"judgment":[291],"cannot":[292],"be":[293],"fully":[294],"replaced":[295],"by":[296],"algorithms.":[297],"Overall,":[298],"community":[301],"views":[302],"valuable":[306],"partner,":[307],"provided":[308],"its":[309],"integration":[310],"is":[311],"gradual":[312],"ethically":[314],"grounded,":[315],"contributing":[316],"students\u2019":[321],"independent":[322],"thinking.":[325],"Based":[326],"results,":[329],"formulates":[332],"outlines":[339],"promising":[340],"directions":[341],"future":[343],"research":[344],"pedagogy":[347],"AI-enhanced":[349],"learning.":[350]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2025-11-28T00:00:00"}
