{"id":"https://openalex.org/W4410118110","doi":"https://doi.org/10.1109/access.2025.3567343","title":"Research on the Impact and Path of Human-Machine Collaborative Decision-Making on Dualistic Innovations","display_name":"Research on the Impact and Path of Human-Machine Collaborative Decision-Making on Dualistic Innovations","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410118110","doi":"https://doi.org/10.1109/access.2025.3567343"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3567343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3567343","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.2025.3567343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038378031","display_name":"Bin Miao","orcid":null},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Miao","raw_affiliation_strings":["School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007145817","display_name":"J. Q. Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiage Zhang","raw_affiliation_strings":["School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110841805","display_name":"Jiaxing Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxing Zhang","raw_affiliation_strings":["School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386335","display_name":"L\u00fc Li","orcid":"https://orcid.org/0000-0002-8054-7406"},"institutions":[{"id":"https://openalex.org/I903994226","display_name":"Xuchang University","ror":"https://ror.org/03k174p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I903994226"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Li","raw_affiliation_strings":["School of Finance and Economics, Xuchang Vocational Technical College, Xuchang, China"],"affiliations":[{"raw_affiliation_string":"School of Finance and Economics, Xuchang Vocational Technical College, Xuchang, China","institution_ids":["https://openalex.org/I903994226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018872547","display_name":"Yingyong Hou","orcid":"https://orcid.org/0000-0001-9156-2305"},"institutions":[{"id":"https://openalex.org/I198645480","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41","country_code":"CN","type":"education","lineage":["https://openalex.org/I198645480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitong Hou","raw_affiliation_strings":["School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Management and Economics, North China University of Water Resources and Electric Power, Zhengzhou, China","institution_ids":["https://openalex.org/I198645480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038378031"],"corresponding_institution_ids":["https://openalex.org/I198645480"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.3841,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86604645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":null,"first_page":"88065","last_page":"88077"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13444","display_name":"Medical Research and Treatments","score":0.14020000398159027,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13444","display_name":"Medical Research and Treatments","score":0.14020000398159027,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.555971622467041},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4905359148979187},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3631414473056793},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13937214016914368}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.555971622467041},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4905359148979187},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3631414473056793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13937214016914368}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3567343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3567343","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:ab5dc652afcb4e849695bc8db341c699","is_oa":true,"landing_page_url":"https://doaj.org/article/ab5dc652afcb4e849695bc8db341c699","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 88065-88077 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3567343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3567343","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/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3302338029","display_name":null,"funder_award_id":"NCWUYC-202416083","funder_id":"https://openalex.org/F4320318382","funder_display_name":"North China University of Water Resources and Electric Power"},{"id":"https://openalex.org/G5755788043","display_name":null,"funder_award_id":"2024BJJ043","funder_id":"https://openalex.org/F4320318616","funder_display_name":"Henan Office of Philosophy and Social Science"}],"funders":[{"id":"https://openalex.org/F4320318382","display_name":"North China University of Water Resources and Electric Power","ror":"https://ror.org/03acrzv41"},{"id":"https://openalex.org/F4320318616","display_name":"Henan Office of Philosophy and Social Science","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1983929209","https://openalex.org/W2000382281","https://openalex.org/W2009802183","https://openalex.org/W2011341343","https://openalex.org/W2012560702","https://openalex.org/W2023596193","https://openalex.org/W2063052894","https://openalex.org/W2093512800","https://openalex.org/W2110078189","https://openalex.org/W2133351584","https://openalex.org/W2164284962","https://openalex.org/W2353951647","https://openalex.org/W2517107776","https://openalex.org/W2602543392","https://openalex.org/W2604175534","https://openalex.org/W2898599549","https://openalex.org/W2953303875","https://openalex.org/W2968096398","https://openalex.org/W3121972596","https://openalex.org/W3128394414","https://openalex.org/W3151328414","https://openalex.org/W3170933632","https://openalex.org/W3181802582","https://openalex.org/W3191215849","https://openalex.org/W4205500817","https://openalex.org/W4206456103","https://openalex.org/W4213440380","https://openalex.org/W4221095907","https://openalex.org/W4285204463","https://openalex.org/W4320485291","https://openalex.org/W4379469856","https://openalex.org/W4384036014","https://openalex.org/W4385806716","https://openalex.org/W4386142022","https://openalex.org/W4391036686","https://openalex.org/W6795625123","https://openalex.org/W6803795726"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Intelligent":[0],"and":[1,14,36,80,101,131,142,147],"virtualized":[2],"transformation":[3],"of":[4,59,89,96,110,122,129],"the":[5,56,94,107,120,127],"enterprise":[6],"requires":[7],"employees":[8],"to":[9,22,38,137,151],"undertake":[10],"both":[11,77,87],"technological":[12],"breakthroughs":[13],"in-depth":[15],"development,":[16],"two":[17],"innovative":[18],"activities":[19],"that":[20],"seem":[21],"compete":[23],"for":[24,63,135],"resources.":[25],"How":[26],"employees,":[27],"guided":[28],"by":[29,92],"algorithmically":[30],"integrated":[31],"decision-making,":[32],"utilize":[33],"massive":[34],"information":[35],"technology":[37],"catalyze":[39],"creativity":[40],"in":[41,126],"this":[42],"path":[43],"is":[44],"not":[45],"yet":[46],"known.":[47],"Based":[48],"on":[49,114],"research":[50],"data":[51],"from":[52],"198":[53],"corporate":[54,102],"innovators,":[55],"enabling":[57],"mechanisms":[58],"human-machine":[60,72,83,97,111,123,145],"collaborative":[61,73,84,112],"decision-making":[62,74,85,113],"dualistic":[64,90,115,153],"innovations":[65,79,91],"are":[66],"examined.":[67],"The":[68,117],"study":[69],"finds":[70],"that:":[71],"positively":[75,105],"promotes":[76],"exploratory":[78],"exploitative":[81],"innovations;":[82],"stimulates":[86],"types":[88],"enhancing":[93],"level":[95],"trust":[98],"among":[99],"employees;":[100],"innovation":[103],"culture":[104],"moderates":[106],"direct":[108],"effect":[109],"innovations.":[116,154],"findings":[118],"broaden":[119],"application":[121],"cooperation":[124,146],"theory":[125],"field":[128],"management":[130],"provide":[132],"new":[133],"ideas":[134],"enterprises":[136],"accurately":[138],"identify":[139],"employees\u2019":[140],"attitudes":[141],"tendencies":[143],"towards":[144],"formulate":[148],"targeted":[149],"strategies":[150],"stimulate":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}