{"id":"https://openalex.org/W4408164376","doi":"https://doi.org/10.1109/access.2025.3547833","title":"A Deep Learning Model for Psychological Support in Student Entrepreneurship","display_name":"A Deep Learning Model for Psychological Support in Student Entrepreneurship","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408164376","doi":"https://doi.org/10.1109/access.2025.3547833"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3547833","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3547833","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3547833","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033478750","display_name":"Tao Yang","orcid":"https://orcid.org/0000-0002-9537-0500"},"institutions":[{"id":"https://openalex.org/I163137577","display_name":"Altai State University","ror":"https://ror.org/04m4wwh75","country_code":"RU","type":"education","lineage":["https://openalex.org/I163137577"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Tao Yang","raw_affiliation_strings":["Altai State University, Barnaul, Russia","Russian Altai State University, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Altai State University, Barnaul, Russia","institution_ids":["https://openalex.org/I163137577"]},{"raw_affiliation_string":"Russian Altai State University, Russia","institution_ids":["https://openalex.org/I163137577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009981153","display_name":"Wendong Xu","orcid":"https://orcid.org/0000-0001-7524-9212"},"institutions":[{"id":"https://openalex.org/I163137577","display_name":"Altai State University","ror":"https://ror.org/04m4wwh75","country_code":"RU","type":"education","lineage":["https://openalex.org/I163137577"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Wendong Xu","raw_affiliation_strings":["Altai State University, Barnaul, Russia","Russian Altai State University, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Altai State University, Barnaul, Russia","institution_ids":["https://openalex.org/I163137577"]},{"raw_affiliation_string":"Russian Altai State University, Russia","institution_ids":["https://openalex.org/I163137577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001977549","display_name":"Lingbo Wang","orcid":"https://orcid.org/0000-0002-0962-8457"},"institutions":[{"id":"https://openalex.org/I192327786","display_name":"Heilongjiang University of Chinese Medicine","ror":"https://ror.org/05x1ptx12","country_code":"CN","type":"education","lineage":["https://openalex.org/I192327786"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingbo Wang","raw_affiliation_strings":["Heilongjiang Agricultural Economics Vocational College, Heilongjiang University of Chinese Medicine, Mudanjiang, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang Agricultural Economics Vocational College, Heilongjiang University of Chinese Medicine, Mudanjiang, Heilongjiang, China","institution_ids":["https://openalex.org/I192327786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116504762","display_name":"Morozova Olga Petrovna","orcid":null},"institutions":[{"id":"https://openalex.org/I163137577","display_name":"Altai State University","ror":"https://ror.org/04m4wwh75","country_code":"RU","type":"education","lineage":["https://openalex.org/I163137577"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Morozova Olga Petrovna","raw_affiliation_strings":["Altai State University, Barnaul, Russia","Russian Altai State University, Barnaul City, Russia"],"raw_orcid":"https://orcid.org/0009-0001-4374-8719","affiliations":[{"raw_affiliation_string":"Altai State University, Barnaul, Russia","institution_ids":["https://openalex.org/I163137577"]},{"raw_affiliation_string":"Russian Altai State University, Barnaul City, Russia","institution_ids":["https://openalex.org/I163137577"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033478750"],"corresponding_institution_ids":["https://openalex.org/I163137577"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":8.3399,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96738331,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"13","issue":null,"first_page":"40931","last_page":"40942"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12408","display_name":"Educational Innovations and Challenges","score":0.41690000891685486,"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/T12408","display_name":"Educational Innovations and Challenges","score":0.41690000891685486,"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/T13482","display_name":"Engineering Education and Technology","score":0.39160001277923584,"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/T13161","display_name":"Ideological and Political Education","score":0.37959998846054077,"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/entrepreneurship","display_name":"Entrepreneurship","score":0.6289663910865784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5292453169822693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32838281989097595},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11667439341545105}],"concepts":[{"id":"https://openalex.org/C84309077","wikidata":"https://www.wikidata.org/wiki/Q3908516","display_name":"Entrepreneurship","level":2,"score":0.6289663910865784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5292453169822693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32838281989097595},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11667439341545105},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3547833","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3547833","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8a536d18b59a47c89d0f8651757d6114","is_oa":true,"landing_page_url":"https://doaj.org/article/8a536d18b59a47c89d0f8651757d6114","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 40931-40942 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3547833","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3547833","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2947746147","https://openalex.org/W3007063652","https://openalex.org/W3087623368","https://openalex.org/W3095640175","https://openalex.org/W3107793421","https://openalex.org/W3118220620","https://openalex.org/W3123406185","https://openalex.org/W3129350296","https://openalex.org/W3136463371","https://openalex.org/W3164018929","https://openalex.org/W3171745483","https://openalex.org/W3206873062","https://openalex.org/W3210619801","https://openalex.org/W4205615219","https://openalex.org/W4210698642","https://openalex.org/W4210986111","https://openalex.org/W4213299760","https://openalex.org/W4223983541","https://openalex.org/W4281627170","https://openalex.org/W4293579643","https://openalex.org/W4294958564","https://openalex.org/W4311026115","https://openalex.org/W4313367506","https://openalex.org/W4313436431","https://openalex.org/W4313488044","https://openalex.org/W4317042343","https://openalex.org/W4318918835","https://openalex.org/W4319293695","https://openalex.org/W4362470302","https://openalex.org/W4376620168","https://openalex.org/W4381480398","https://openalex.org/W4385726538","https://openalex.org/W4386863855","https://openalex.org/W4390700529","https://openalex.org/W4400955756","https://openalex.org/W4401977126"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2120319084","https://openalex.org/W3131369765","https://openalex.org/W2128808669","https://openalex.org/W362717345","https://openalex.org/W1577608175","https://openalex.org/W2390279801","https://openalex.org/W2393591471"],"abstract_inverted_index":{"The":[0,29,62,101,134,168,210,241],"rise":[1],"in":[2,108,119,138,195,216,228,253],"entrepreneurial":[3],"endeavours":[4],"has":[5,22,280],"brought":[6],"attention":[7],"to":[8,50,89],"college":[9,56,237,276],"students\u2019":[10,238,277],"mental":[11,42,53,217,230,239,263],"health":[12,43,54,103,114,218,231,264],"issues,":[13],"and":[14,70,81,104,115,122,131,144,156,163,183,202,255,267,283],"developing":[15],"an":[16],"accurate":[17],"assessment":[18,235],"tool":[19,45],"for":[20,129,247,259,270],"them":[21],"become":[23],"a":[24,39,192],"key":[25],"area":[26],"of":[27,55,84,93,147,170,179,207,225,236,250,262,275],"study.":[28],"paper":[30,97],"proposes":[31],"the":[32,52,78,91,94,109,112,123,142,148,176,184,197,204,208,234,248,260,272],"fully":[33,66,185],"embedded":[34,67,186],"bi-order":[35],"network":[36,74],"(FE-BiON)":[37],"model,":[38,95],"deep":[40],"learning-based":[41],"evaluation":[44,82],"that":[46,137,175],"may":[47],"be":[48],"used":[49],"evaluate":[51],"students":[57],"launching":[58],"their":[59],"own":[60],"businesses.":[61],"model":[63,150,213],"innovatively":[64],"combines":[65],"feature":[68,187],"engineering":[69],"high-low":[71,180],"order":[72,88,181],"parallel":[73],"structure,":[75],"thus":[76],"improving":[77,203,271],"recognition":[79],"ability":[80],"accuracy":[83,143,224],"psychological":[85],"characteristics.":[86],"In":[87],"verify":[90],"validity":[92],"this":[96],"uses":[98],"three":[99,139],"datasets:":[100],"national":[102,113],"nutrition":[105,116],"inspection":[106,117],"survey":[107,118],"United":[110],"States,":[111],"South":[120],"Korea,":[121],"behavioral":[124],"risk":[125],"factor":[126],"monitoring":[127],"system":[128],"testing":[130],"comparative":[132],"experiments.":[133],"findings":[135],"demonstrate":[136],"public":[140],"datasets,":[141],"F1":[145],"value":[146],"FE-BiON":[149,212],"reach":[151],"as":[152,154,220],"high":[153],"0.91":[155],"0.88,":[157],"respectively,":[158],"outperforming":[159],"other":[160],"comparator":[161],"models":[162],"demonstrating":[164],"greater":[165],"prediction":[166,205],"performance.":[167],"results":[169,243],"ablation":[171],"experiment":[172],"further":[173],"prove":[174],"synergistic":[177],"effect":[178],"networks":[182],"processing":[188],"method":[189],"have":[190],"played":[191],"significant":[193],"role":[194],"capturing":[196],"complex":[198],"relationship":[199],"between":[200],"features":[201],"performance":[206],"model.":[209],"suggested":[211],"performs":[214],"better":[215],"prediction,":[219],"evidenced":[221],"by":[222],"its":[223],"over":[226],"90%":[227],"all":[229],"levels":[232],"on":[233],"health.":[240],"research":[242],"provide":[244],"scientific":[245],"basis":[246],"development":[249],"entrepreneurship":[251],"education":[252],"colleges":[254],"universities,":[256],"theoretical":[257],"support":[258],"formulation":[261],"intervention":[265],"measures,":[266],"practical":[268],"guidance":[269],"success":[273],"rate":[274],"entrepreneurship,":[278],"which":[279],"important":[281],"educational":[282],"policy":[284],"influence.":[285]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}