{"id":"https://openalex.org/W4399464715","doi":"https://doi.org/10.1142/s0219649224500655","title":"Evaluation and Screening of Technological Innovation and Entrepreneurship Based on Improved BPNN Model","display_name":"Evaluation and Screening of Technological Innovation and Entrepreneurship Based on Improved BPNN Model","publication_year":2024,"publication_date":"2024-06-06","ids":{"openalex":"https://openalex.org/W4399464715","doi":"https://doi.org/10.1142/s0219649224500655"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649224500655","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224500655","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},"type":"article","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/A5099062042","display_name":"Yan Zhou","orcid":"https://orcid.org/0009-0008-2608-9732"},"institutions":[{"id":"https://openalex.org/I3129804665","display_name":"Philippine Christian University","ror":"https://ror.org/01e8byp18","country_code":"PH","type":"education","lineage":["https://openalex.org/I3129804665"]},{"id":"https://openalex.org/I46520130","display_name":"Chaohu University","ror":"https://ror.org/00mwds915","country_code":"CN","type":"education","lineage":["https://openalex.org/I46520130"]}],"countries":["CN","PH"],"is_corresponding":true,"raw_author_name":"Yan Zhou","raw_affiliation_strings":["Center for International Education, Philippine Christian University, Manila 1006, Philippine","Department of Business Administration, Chaohu University, Hefei 238024, P. R. China"],"raw_orcid":"https://orcid.org/0009-0008-2608-9732","affiliations":[{"raw_affiliation_string":"Center for International Education, Philippine Christian University, Manila 1006, Philippine","institution_ids":["https://openalex.org/I3129804665"]},{"raw_affiliation_string":"Department of Business Administration, Chaohu University, Hefei 238024, P. R. China","institution_ids":["https://openalex.org/I46520130"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5099062042"],"corresponding_institution_ids":["https://openalex.org/I3129804665","https://openalex.org/I46520130"],"apc_list":null,"apc_paid":null,"fwci":1.3465,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8580132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"23","issue":"05","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.15330000221729279,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12662","display_name":"Digitalization and Economic Development in Agriculture","score":0.15330000221729279,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13190","display_name":"Engineering and Environmental Studies","score":0.14110000431537628,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.1404999941587448,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/entrepreneurship","display_name":"Entrepreneurship","score":0.6543222665786743},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.30104953050613403}],"concepts":[{"id":"https://openalex.org/C84309077","wikidata":"https://www.wikidata.org/wiki/Q3908516","display_name":"Entrepreneurship","level":2,"score":0.6543222665786743},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30104953050613403},{"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:10.1142/s0219649224500655","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649224500655","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:23:y:2024:i:05:n:s0219649224500655","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649224500655","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2896303702","https://openalex.org/W2911450871","https://openalex.org/W2916198181","https://openalex.org/W2949000601","https://openalex.org/W2959466452","https://openalex.org/W2996875104","https://openalex.org/W3009207594","https://openalex.org/W3037252073","https://openalex.org/W3091984724","https://openalex.org/W3109267637","https://openalex.org/W3118968295","https://openalex.org/W3127860908","https://openalex.org/W3156632117","https://openalex.org/W3176623296","https://openalex.org/W3206732075","https://openalex.org/W4220910672","https://openalex.org/W4230411365","https://openalex.org/W4306158102"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2120319084","https://openalex.org/W3131369765","https://openalex.org/W2128808669","https://openalex.org/W362717345","https://openalex.org/W1577608175","https://openalex.org/W2393591471","https://openalex.org/W4293168381","https://openalex.org/W1973555797","https://openalex.org/W2124583889"],"abstract_inverted_index":{"Aiming":[0,132],"at":[1,133],"the":[2,30,35,45,52,61,68,71,76,81,84,89,99,104,111,116,134,170,195,228,255,269,278,289],"low":[3],"success":[4],"rate":[5,197,212,218,224,231,243,259],"of":[6,9,34,47,60,70,78,106,164,176,198,200,213,244,268,293,300],"incubation":[7],"investment":[8],"China\u2019s":[10],"technology-based":[11,17,95,294,301],"start-ups,":[12],"how":[13],"to":[14,26,67,87,128,140,152,178],"scientifically":[15],"evaluate":[16],"start-ups":[18],"has":[19],"become":[20],"an":[21,209,239,285],"important":[22,183],"issue":[23],"that":[24,136,194,277],"needs":[25],"be":[27,282,311],"faced.":[28],"Considering":[29],"expert":[31],"consultation":[32],"characteristics":[33,69],"Delphi":[36,85],"method":[37,86],"is":[38,120,138,150,159,166,307],"extremely":[39],"suitable":[40,93],"for":[41,94,182,246,251,288],"decision-making":[42],"problems":[43],"in":[44,98,313],"field":[46],"uncertainty,":[48],"as":[49,51,186,284],"well":[50],"strong":[53],"nonlinear":[54,172],"mapping":[55],"ability":[56,59,175],"and":[57,74,102,123,155,206,227,249,254,263,271,291,309],"learning":[58],"backpropagation":[62],"neural":[63],"network":[64],"(BPNN).":[65],"According":[66],"evaluation":[72,90,113,118,199,222,241,257,290,298],"object":[73],"following":[75],"principle":[77],"index":[79,91,114],"selection,":[80],"study":[82],"uses":[83],"determine":[88],"system":[92,299],"entrepreneurial":[96,295,302],"enterprises":[97,202,248,303],"current":[100],"environment":[101],"obtain":[103],"scores":[105],"each":[107],"index.":[108],"Based":[109],"on":[110],"established":[112,304],"system,":[115],"BPNN":[117,189],"model":[119,158,237,270,280],"further":[121],"constructed,":[122],"its":[124,130],"parameters":[125],"are":[126],"optimised":[127,235],"improve":[129],"performance.":[131],"problem":[135],"it":[137,191],"easy":[139],"fall":[141],"into":[142],"a":[143,146,156,180],"local":[144],"optimal,":[145],"genetic":[147],"algorithm":[148,272],"(GA)":[149],"used":[151,283],"optimise":[153],"it,":[154],"GA-BPNN":[157,165,177,236,279],"constructed.":[160],"The":[161,215,221,234,266,297],"comprehensive":[162],"capability":[163],"evaluated":[167],"by":[168,261,305],"using":[169],"excellent":[171],"characteristic":[173],"analysis":[174],"provide":[179],"reference":[181],"decisions":[184],"such":[185],"investment.":[187],"Using":[188],"simulation,":[190],"was":[192,203,219,225,232,273],"concluded":[193],"correct":[196,211,217],"qualified":[201,247],"between":[204],"23.32%":[205],"89.99%,":[207],"with":[208],"average":[210,216,229,240,256],"58.32%.":[214],"80.99%.":[220],"accuracy":[223,230,242,258],"unstable":[226],"low.":[233],"had":[238],"80.32%":[245],"93.66%":[250],"unqualified":[252],"enterprises,":[253],"increased":[260],"21.99%":[262],"12.66%,":[264],"respectively.":[265],"effectiveness":[267],"verified.":[274],"It":[275],"shows":[276],"can":[281,310],"effective":[286],"tool":[287],"screening":[292],"enterprises.":[296],"research":[306],"scientific":[308],"applied":[312],"practice.":[314]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}