{"id":"https://openalex.org/W3166064565","doi":"https://doi.org/10.1155/2021/9489114","title":"Human Resource Allocation Based on Fuzzy Data Mining Algorithm","display_name":"Human Resource Allocation Based on Fuzzy Data Mining Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3166064565","doi":"https://doi.org/10.1155/2021/9489114","mag":"3166064565"},"language":"en","primary_location":{"id":"doi:10.1155/2021/9489114","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9489114","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/9489114.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/9489114.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103240011","display_name":"You Wu","orcid":"https://orcid.org/0000-0002-9374-7239"},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"You Wu","raw_affiliation_strings":["School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan, China","School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan"],"raw_orcid":"https://orcid.org/0000-0002-9374-7239","affiliations":[{"raw_affiliation_string":"School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan, China","institution_ids":["https://openalex.org/I4210156464"]},{"raw_affiliation_string":"School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan","institution_ids":["https://openalex.org/I4210156464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001485247","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0002-1285-9803"},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan, China","School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan, China","institution_ids":["https://openalex.org/I4210156464"]},{"raw_affiliation_string":"School of Public Administration, Xinhua College of Sun Yat-Sen University, Dongguan","institution_ids":["https://openalex.org/I4210156464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101645611","display_name":"Shengqi Wang","orcid":"https://orcid.org/0000-0003-0380-5659"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengqi Wang","raw_affiliation_strings":["School of Business, GuiLin University of Electronic Technology, Guilin, China","School of Business, GuiLin University of Electronic Technology, Guilin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, GuiLin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Business, GuiLin University of Electronic Technology, Guilin","institution_ids":["https://openalex.org/I5343935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103240011"],"corresponding_institution_ids":["https://openalex.org/I4210156464"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":4.2414,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.94194281,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource 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/T13812","display_name":"AI and HR Technologies","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource 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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9154000282287598,"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/T12384","display_name":"Customer churn and segmentation","score":0.9053999781608582,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6844125390052795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6263337731361389},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5689313411712646},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.43946120142936707},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.41902607679367065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33432474732398987},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32801610231399536}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6844125390052795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6263337731361389},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5689313411712646},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.43946120142936707},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.41902607679367065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33432474732398987},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32801610231399536},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/9489114","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9489114","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/9489114.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:9489114","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/9489114.xml","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"},{"id":"pmh:oai:doaj.org/article:ef8f26325cac4aa98929559162b31393","is_oa":true,"landing_page_url":"https://doaj.org/article/ef8f26325cac4aa98929559162b31393","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":"Complexity, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/9489114","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/9489114","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/9489114.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3166064565.pdf","grobid_xml":"https://content.openalex.org/works/W3166064565.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1533332143","https://openalex.org/W1898773875","https://openalex.org/W1965436373","https://openalex.org/W1973481775","https://openalex.org/W1985244451","https://openalex.org/W1994809115","https://openalex.org/W2004203510","https://openalex.org/W2039168059","https://openalex.org/W2059189632","https://openalex.org/W2066484252","https://openalex.org/W2068282005","https://openalex.org/W2073962808","https://openalex.org/W2121461111","https://openalex.org/W2125339165","https://openalex.org/W2144239292","https://openalex.org/W2153773445","https://openalex.org/W2161346144","https://openalex.org/W2317515691","https://openalex.org/W2541313649","https://openalex.org/W2621028994","https://openalex.org/W2658771006","https://openalex.org/W2804158892","https://openalex.org/W2885791150","https://openalex.org/W2890240367","https://openalex.org/W2918093752","https://openalex.org/W2994718135","https://openalex.org/W3000402277","https://openalex.org/W3025933166","https://openalex.org/W3035016310","https://openalex.org/W3092652098","https://openalex.org/W3095645783","https://openalex.org/W3097576918","https://openalex.org/W3215269425","https://openalex.org/W4231404436","https://openalex.org/W4251853626","https://openalex.org/W6724994714"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W4390590544","https://openalex.org/W2096195258","https://openalex.org/W2990460313","https://openalex.org/W2973458857"],"abstract_inverted_index":{"Data":[0,27],"mining":[1,28,68,90,108],"is":[2,17,50,109,121,145],"currently":[3],"a":[4],"frontier":[5],"research":[6],"topic":[7],"in":[8,75],"the":[9,22,59,79,101,112,118,123,128,137,142,155,169,181],"field":[10],"of":[11,21,65,81,103,158,176,186],"information":[12,119],"and":[13,40,63,127,135,150,173,188,198],"database":[14,73,151,160,162],"technology.":[15,69],"It":[16],"recognized":[18],"as":[19,33],"one":[20],"most":[23],"promising":[24],"key":[25],"technologies.":[26],"involves":[29],"multiple":[30],"technologies,":[31],"such":[32],"mathematical":[34],"statistics,":[35],"fuzzy":[36],"theory,":[37],"neural":[38],"networks,":[39],"artificial":[41],"intelligence,":[42],"with":[43],"relatively":[44],"high":[45,156],"technical":[46],"content.":[47],"The":[48],"realization":[49],"also":[51],"difficult.":[52],"In":[53],"this":[54,177],"article,":[55],"we":[56,84],"have":[57],"studied":[58],"basic":[60],"concepts,":[61],"processes,":[62],"algorithms":[64],"association":[66,88,194],"rule":[67,89],"Aiming":[70,153],"at":[71,154],"large\u2010scale":[72,159],"applications,":[74],"order":[76],"to":[77,116,140,167],"improve":[78],"efficiency":[80,157],"data":[82,107,130,138,143,148],"mining,":[83,161],"proposed":[85],"an":[86],"incremental":[87],"algorithm":[91],"based":[92],"on":[93],"clustering,":[94],"that":[95],"is,":[96],"using":[97],"fast":[98],"clustering.":[99],"First,":[100],"feasibility":[102],"realizing":[104],"performance":[105],"appraisal":[106],"studied;":[110],"then,":[111],"business":[113,124],"process":[114,139],"needed":[115],"realize":[117,141],"system":[120,171,185],"analyzed,":[122],"process\u2010related":[125],"links":[126],"corresponding":[129],"input":[131],"interface":[132],"are":[133,165],"designed,":[134,146],"then":[136],"processing":[144],"including":[147],"foundation":[149],"model.":[152],"development":[163],"tools":[164],"used":[166],"implement":[168],"specific":[170],"settings":[172],"program":[174],"design":[175],"algorithm.":[178],"Incorporated":[179],"into":[180],"human":[182],"resource":[183],"management":[184],"colleges":[187],"universities,":[189],"they":[190],"carried":[191],"out":[192],"successful":[193],"broadcasting,":[195],"realized":[196],"visualization,":[197],"finally":[199],"discovered":[200],"valuable":[201],"information.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}