{"id":"https://openalex.org/W3153283555","doi":"https://doi.org/10.1155/2021/5551255","title":"Research on Grey Relational Clustering Model of Multiobjective Human Resources Based on Time Constraint","display_name":"Research on Grey Relational Clustering Model of Multiobjective Human Resources Based on Time Constraint","publication_year":2021,"publication_date":"2021-04-17","ids":{"openalex":"https://openalex.org/W3153283555","doi":"https://doi.org/10.1155/2021/5551255","mag":"3153283555"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5551255","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5551255","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5551255.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"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":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/5551255.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115694922","display_name":"Xiaowen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowen Wang","raw_affiliation_strings":["School of Economics, Lanzhou University, Lanzhou 730000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049402158","display_name":"Yijun Mu","orcid":"https://orcid.org/0000-0001-6852-4247"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yijun Mu","raw_affiliation_strings":["School of Economics, Lanzhou University, Lanzhou 730000, China"],"raw_orcid":"https://orcid.org/0000-0001-6852-4247","affiliations":[{"raw_affiliation_string":"School of Economics, Lanzhou University, Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049402158"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":{"value":1800,"currency":"USD","value_usd":2000},"apc_paid":{"value":1800,"currency":"USD","value_usd":2000},"fwci":0.4747,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.647218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9560999870300293,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/grey-relational-analysis","display_name":"Grey relational analysis","score":0.8428477048873901},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7325178384780884},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6639349460601807},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.617572546005249},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5272647142410278},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.525111734867096},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5226790308952332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5068081021308899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47904694080352783},{"id":"https://openalex.org/keywords/relational-model","display_name":"Relational model","score":0.4416593611240387},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43386387825012207},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.3255329132080078},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16278862953186035},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10255151987075806}],"concepts":[{"id":"https://openalex.org/C64734493","wikidata":"https://www.wikidata.org/wiki/Q5608296","display_name":"Grey relational analysis","level":2,"score":0.8428477048873901},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7325178384780884},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6639349460601807},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.617572546005249},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5272647142410278},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.525111734867096},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5226790308952332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5068081021308899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47904694080352783},{"id":"https://openalex.org/C40207289","wikidata":"https://www.wikidata.org/wiki/Q755662","display_name":"Relational model","level":3,"score":0.4416593611240387},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43386387825012207},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.3255329132080078},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16278862953186035},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10255151987075806},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/5551255","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5551255","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5551255.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"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":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:/ir.lzu.edu.cn/:262010/450243","is_oa":true,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/450243","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/468607","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/468607","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article (JA)"},{"id":"pmh:oai:doaj.org/article:0f8dd3815d7648c0babb1bdb1ac87af5","is_oa":true,"landing_page_url":"https://doaj.org/article/0f8dd3815d7648c0babb1bdb1ac87af5","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":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5551255","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5551255","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5551255.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"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":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5400000214576721,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3153283555.pdf","grobid_xml":"https://content.openalex.org/works/W3153283555.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W920554106","https://openalex.org/W1983578599","https://openalex.org/W2017402662","https://openalex.org/W2017689773","https://openalex.org/W2023085343","https://openalex.org/W2029011826","https://openalex.org/W2029022537","https://openalex.org/W2055155886","https://openalex.org/W2188363762","https://openalex.org/W2249902861","https://openalex.org/W2319053646","https://openalex.org/W2345674979","https://openalex.org/W2577809081","https://openalex.org/W2619466481","https://openalex.org/W2734459438","https://openalex.org/W2764174307","https://openalex.org/W2802137892","https://openalex.org/W2804814977","https://openalex.org/W2809381512","https://openalex.org/W2810352113","https://openalex.org/W2841732318","https://openalex.org/W3104200981"],"related_works":["https://openalex.org/W4200043849","https://openalex.org/W1999511227","https://openalex.org/W2267077731","https://openalex.org/W2393064643","https://openalex.org/W1510134535","https://openalex.org/W3163861059","https://openalex.org/W2386578196","https://openalex.org/W2483382562","https://openalex.org/W3091612633","https://openalex.org/W2348395181"],"abstract_inverted_index":{"The":[0,63,141],"existing":[1,37,170],"grey":[2,19,39,44,93,122,148,157,174,189],"relational":[3,40,45,158,190],"clustering":[4,95,159,176,191],"method":[5,96,100,177],"has":[6],"limitations":[7],"in":[8],"the":[9,18,30,36,75,83,91,99,103,107,113,116,121,129,146,156,173,185,197,200],"application":[10],"of":[11,70,77,178,199],"multidimensional":[12,31,53,147,163,179],"sequences":[13],"and":[14,110,128,155,196],"cannot":[15],"directly":[16],"calculate":[17],"correlation":[20,94,123,149],"degree":[21,124,150],"between":[22,86,115,125],"unequal-length":[23],"sequences.":[24,87],"In":[25,88],"this":[26],"paper,":[27],"by":[28,81,119],"introducing":[29],"dynamic":[32],"DTW":[33,61,153],"distance":[34,85,154],"into":[35],"3D":[38],"model,":[41],"a":[42],"new":[43],"analysis":[46],"model":[47,64,160,192,201],"that":[48,145],"can":[49],"be":[50,138],"applied":[51],"to":[52,137,162,183],"data":[54,71,164,180],"is":[55,58,97,181,202],"proposed,":[56],"which":[57],"based":[59,151],"on":[60,152],"distance.":[62],"does":[65],"not":[66],"require":[67],"one-to-one":[68],"correspondence":[69],"points":[72],"but":[73],"evaluates":[74],"similarity":[76,114],"its":[78],"geometric":[79],"curves":[80],"calculating":[82,120],"shortest":[84],"addition,":[89],"since":[90],"traditional":[92],"implemented,":[98],"first":[101],"extracts":[102],"reference":[104,130],"sequence":[105,109,127],"from":[106],"observation":[108,117],"then":[111],"calculates":[112],"objects":[118],"each":[126,133],"sequence,":[131],"so":[132],"object":[134],"only":[135],"needs":[136],"calculated":[139],"once.":[140],"experimental":[142],"results":[143],"show":[144],"oriented":[161],"are":[165],"more":[166],"accurate":[167],"than":[168],"other":[169],"methods.":[171],"Finally,":[172],"relation":[175],"used":[182],"analyze":[184],"multiobjective":[186],"human":[187],"resource":[188],"under":[193],"time":[194],"constraints,":[195],"validity":[198],"verified.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}