{"id":"https://openalex.org/W4410746777","doi":"https://doi.org/10.1007/s42001-025-00371-1","title":"Impact of personal information and reputation system on gig workers\u2019 employment status: an interpretable machine learning-based approach","display_name":"Impact of personal information and reputation system on gig workers\u2019 employment status: an interpretable machine learning-based approach","publication_year":2025,"publication_date":"2025-05-26","ids":{"openalex":"https://openalex.org/W4410746777","doi":"https://doi.org/10.1007/s42001-025-00371-1"},"language":"en","primary_location":{"id":"doi:10.1007/s42001-025-00371-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-025-00371-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","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/A5100440982","display_name":"Jiaming Liu","orcid":"https://orcid.org/0000-0003-2598-7748"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaming Liu","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100764450","display_name":"Hongyang Wang","orcid":"https://orcid.org/0000-0003-2858-8478"},"institutions":[{"id":"https://openalex.org/I179026463","display_name":"Beijing Technology and Business University","ror":"https://ror.org/013e0zm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I179026463"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyang Wang","raw_affiliation_strings":["School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Artificial Intelligence, Beijing Technology and Business University, Beijing, 100048, China","institution_ids":["https://openalex.org/I179026463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100440982"],"corresponding_institution_ids":["https://openalex.org/I179026463"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":4.5206,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92741917,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"8","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12501","display_name":"Digital Economy and Work Transformation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12501","display_name":"Digital Economy and Work Transformation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12392","display_name":"Sharing Economy and Platforms","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9629999995231628,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.6821818351745605},{"id":"https://openalex.org/keywords/gig-economy","display_name":"Gig economy","score":0.5018529891967773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46154385805130005},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45149606466293335},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4497515857219696},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42157578468322754},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4030403792858124},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37435483932495117},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32114556431770325},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2705818712711334},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16277718544006348},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.1481645107269287},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.07059302926063538}],"concepts":[{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.6821818351745605},{"id":"https://openalex.org/C2986445992","wikidata":"https://www.wikidata.org/wiki/Q96619693","display_name":"Gig economy","level":3,"score":0.5018529891967773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46154385805130005},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45149606466293335},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4497515857219696},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42157578468322754},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4030403792858124},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37435483932495117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32114556431770325},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2705818712711334},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16277718544006348},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.1481645107269287},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.07059302926063538},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42001-025-00371-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42001-025-00371-1","pdf_url":null,"source":{"id":"https://openalex.org/S4210196583","display_name":"Journal of Computational Social Science","issn_l":"2432-2717","issn":["2432-2717","2432-2725"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Social Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:jcsosc:v:8:y:2025:i:3:d:10.1007_s42001-025-00371-1","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s42001-025-00371-1","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":[{"id":"https://metadata.un.org/sdg/8","score":0.6399999856948853,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G5881263398","display_name":null,"funder_award_id":"71901014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1576869842","https://openalex.org/W1973927046","https://openalex.org/W1980278822","https://openalex.org/W2050750262","https://openalex.org/W2098300360","https://openalex.org/W2115747715","https://openalex.org/W2149353214","https://openalex.org/W2150082503","https://openalex.org/W2514218027","https://openalex.org/W2587720901","https://openalex.org/W2597072875","https://openalex.org/W2616662413","https://openalex.org/W2787894218","https://openalex.org/W2914406776","https://openalex.org/W2924754517","https://openalex.org/W2945490267","https://openalex.org/W2950047189","https://openalex.org/W3019365348","https://openalex.org/W3021515550","https://openalex.org/W3110062626","https://openalex.org/W3114912340","https://openalex.org/W3122952517","https://openalex.org/W3123506244","https://openalex.org/W3125692124","https://openalex.org/W3125829154","https://openalex.org/W3127265132","https://openalex.org/W4200483180","https://openalex.org/W4239442556","https://openalex.org/W4249580555","https://openalex.org/W4285308655","https://openalex.org/W4298114481","https://openalex.org/W4322504985","https://openalex.org/W4322806674","https://openalex.org/W4367400290","https://openalex.org/W6619447917"],"related_works":["https://openalex.org/W4285070551","https://openalex.org/W3034418172","https://openalex.org/W2937399225","https://openalex.org/W4392337488","https://openalex.org/W2102271161","https://openalex.org/W4375952622","https://openalex.org/W4408956224","https://openalex.org/W4400167174","https://openalex.org/W4313425421","https://openalex.org/W4388714791"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
