{"id":"https://openalex.org/W3095910490","doi":"https://doi.org/10.1017/s0890060420000396","title":"Association rules mining between service demands and remanufacturing services","display_name":"Association rules mining between service demands and remanufacturing services","publication_year":2020,"publication_date":"2020-10-26","ids":{"openalex":"https://openalex.org/W3095910490","doi":"https://doi.org/10.1017/s0890060420000396","mag":"3095910490"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060420000396","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5083179913","display_name":"Wenbin Zhou","orcid":"https://orcid.org/0000-0002-1423-775X"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Zhou","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084026527","display_name":"Xuhui Xia","orcid":"https://orcid.org/0000-0001-6291-7875"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhui Xia","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101400901","display_name":"Zelin Zhang","orcid":"https://orcid.org/0000-0003-3644-4458"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zelin Zhang","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100640443","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0002-2377-5736"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, Ministry of Education, Wuhan 430081, China","institution_ids":["https://openalex.org/I43922553"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101400901"],"corresponding_institution_ids":["https://openalex.org/I43922553"],"apc_list":null,"apc_paid":null,"fwci":1.253,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.844014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":83,"max":84},"biblio":{"volume":"35","issue":"2","first_page":"240","last_page":"250"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9427,"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9427,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/remanufacturing","display_name":"Remanufacturing","score":0.655689},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.46094593}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.85349625},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.8087162},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6772333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66571814},{"id":"https://openalex.org/C2778738845","wikidata":"https://www.wikidata.org/wiki/Q1521829","display_name":"Remanufacturing","level":2,"score":0.655689},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5925271},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5863991},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.46094593},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.44427985},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42505676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3441285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2554146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22294837},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1017/s0890060420000396","pdf_url":null,"source":{"id":"https://openalex.org/S4210193102","display_name":"Artificial intelligence for engineering design analysis and manufacturing","issn_l":"0890-0604","issn":["0890-0604","1469-1760"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":33,"referenced_works":["https://openalex.org/W1816590362","https://openalex.org/W1905389233","https://openalex.org/W1916654461","https://openalex.org/W2007400602","https://openalex.org/W2008461331","https://openalex.org/W2048779798","https://openalex.org/W2069032391","https://openalex.org/W2084204850","https://openalex.org/W2103543698","https://openalex.org/W2298977939","https://openalex.org/W2462535972","https://openalex.org/W2616627372","https://openalex.org/W2788257325","https://openalex.org/W2911740075","https://openalex.org/W2914828897","https://openalex.org/W2919132825","https://openalex.org/W2923973379","https://openalex.org/W2934216910","https://openalex.org/W2944053194","https://openalex.org/W2944118625","https://openalex.org/W2944378613","https://openalex.org/W2950457680","https://openalex.org/W2964075463","https://openalex.org/W2964887850","https://openalex.org/W2965329010","https://openalex.org/W2967097864","https://openalex.org/W2985865330","https://openalex.org/W2990913944","https://openalex.org/W2995201943","https://openalex.org/W2998662802","https://openalex.org/W3004015919","https://openalex.org/W3097958820","https://openalex.org/W426244849"],"related_works":["https://openalex.org/W2511325427","https://openalex.org/W2392795382","https://openalex.org/W2388326823","https://openalex.org/W2381829748","https://openalex.org/W2379177376","https://openalex.org/W2366876790","https://openalex.org/W2347951034","https://openalex.org/W2244460820","https://openalex.org/W2109336245","https://openalex.org/W2071981049"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"potential":[2],"relationship":[3],"between":[4],"service":[5,70],"demands":[6,71],"and":[7,22,26,45,72,91,133,139,159],"remanufacturing":[8],"services":[9,74],"(RMS)":[10],"is":[11,77,153],"essential":[12],"to":[13,53,68,98,155,169],"make":[14],"the":[15,24,29,42,46,82,93,100,105,110,115,120,123,128,131,157,171],"decision":[16],"of":[17,38,114,122,130,145,150,161,173],"a":[18,35,56,88,143],"RMS":[19,83,147,174],"plan":[20],"accurately":[21],"improve":[23],"efficiency":[25],"benefit.":[27],"In":[28],"traditional":[30],"association":[31,75,135,167],"rule":[32,136],"mining":[33,43,57,137],"methods,":[34],"large":[36],"number":[37],"candidate":[39],"sets":[40],"affect":[41],"efficiency,":[44],"results":[47],"are":[48],"not":[49],"easy":[50],"for":[51,176],"customers":[52],"understand.":[54],"Therefore,":[55],"method":[58,80,163],"based":[59],"on":[60],"binary":[61,89],"particle":[62,106],"swarm":[63,107],"optimization":[64],"ant":[65,95,116,124],"colony":[66,96],"algorithm":[67,97,108],"discover":[69],"remanufacture":[73],"rules":[76,168],"proposed.":[78],"This":[79],"preprocesses":[81],"records,":[84],"converts":[85],"them":[86],"into":[87],"matrix,":[90],"uses":[92],"improved":[94],"mine":[99],"maximum":[101],"frequent":[102],"itemset.":[103],"Because":[104],"determines":[109],"initial":[111],"pheromone":[112],"concentration":[113],"colony,":[117,125],"it":[118],"avoids":[119],"blindness":[121],"effectively":[126],"enhances":[127],"searchability":[129],"algorithm,":[132],"makes":[134],"faster":[138],"more":[140],"accurate.":[141],"Finally,":[142],"set":[144],"historical":[146],"record":[148],"data":[149],"straightening":[151,177],"machine":[152,178],"used":[154],"test":[156],"validity":[158],"feasibility":[160],"this":[162],"by":[164],"extracting":[165],"valid":[166],"guide":[170],"design":[172],"scheme":[175],"parts.":[179]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3095910490","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2024-12-09T19:59:23.758623","created_date":"2020-11-09"}
