{"id":"https://openalex.org/W3083681120","doi":"https://doi.org/10.1109/access.2020.3021421","title":"A Text-Granulation Clustering Approach With Semantics for E-Commerce Intelligent Storage Allocation","display_name":"A Text-Granulation Clustering Approach With Semantics for E-Commerce Intelligent Storage Allocation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3083681120","doi":"https://doi.org/10.1109/access.2020.3021421","mag":"3083681120"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3021421","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3021421","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09186124.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09186124.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100734776","display_name":"Qi Lang","orcid":"https://orcid.org/0000-0003-2252-7738"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Lang","raw_affiliation_strings":["Faculty of Electronic Information and Electrical Engineering, School of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-2252-7738","affiliations":[{"raw_affiliation_string":"Faculty of Electronic Information and Electrical Engineering, School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020816876","display_name":"Xuejun Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuejun Pan","raw_affiliation_strings":["Faculty of Electronic Information and Electrical Engineering, School of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electronic Information and Electrical Engineering, School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100374771","display_name":"Xiaodong Liu","orcid":"https://orcid.org/0000-0001-8652-9818"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Liu","raw_affiliation_strings":["Faculty of Electronic Information and Electrical Engineering, School of Control Science and Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-8652-9818","affiliations":[{"raw_affiliation_string":"Faculty of Electronic Information and Electrical Engineering, School of Control Science and Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3513,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68076496,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"164282","last_page":"164291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7879476547241211},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7739466428756714},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49197861552238464},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45037001371383667},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.42732810974121094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30906081199645996}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879476547241211},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7739466428756714},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49197861552238464},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45037001371383667},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.42732810974121094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30906081199645996},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3021421","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3021421","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09186124.pdf","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:a76dad4981524f6aa2220e2f2fcf1318","is_oa":true,"landing_page_url":"https://doaj.org/article/a76dad4981524f6aa2220e2f2fcf1318","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":"IEEE Access, Vol 8, Pp 164282-164291 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3021421","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3021421","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09186124.pdf","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":[],"awards":[{"id":"https://openalex.org/G4945292013","display_name":null,"funder_award_id":"2018YFB1702200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3083681120.pdf","grobid_xml":"https://content.openalex.org/works/W3083681120.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W79236063","https://openalex.org/W1507626491","https://openalex.org/W1972712383","https://openalex.org/W2017485121","https://openalex.org/W2021177613","https://openalex.org/W2040753112","https://openalex.org/W2047091752","https://openalex.org/W2050358213","https://openalex.org/W2052393785","https://openalex.org/W2056108002","https://openalex.org/W2059334130","https://openalex.org/W2073345995","https://openalex.org/W2075041695","https://openalex.org/W2087776648","https://openalex.org/W2091550641","https://openalex.org/W2099974597","https://openalex.org/W2110417828","https://openalex.org/W2121790421","https://openalex.org/W2128970394","https://openalex.org/W2157588455","https://openalex.org/W2166559705","https://openalex.org/W2233759382","https://openalex.org/W2276677420","https://openalex.org/W2300531006","https://openalex.org/W2346419948","https://openalex.org/W2395084079","https://openalex.org/W2409243358","https://openalex.org/W2424318082","https://openalex.org/W2541157844","https://openalex.org/W2582629878","https://openalex.org/W2606125584","https://openalex.org/W2730968641","https://openalex.org/W2737079090","https://openalex.org/W2774247351","https://openalex.org/W2793424773","https://openalex.org/W2811284492","https://openalex.org/W2941406856","https://openalex.org/W2983013061","https://openalex.org/W4211007335","https://openalex.org/W4255833381","https://openalex.org/W6676468366","https://openalex.org/W6697445183"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W2942177010"],"abstract_inverted_index":{"With":[0],"the":[1,22,36,43,110,120,128,152,159],"hot":[2],"rise":[3],"and":[4,9,66,94,104,133],"increasing":[5],"popularity":[6],"of":[7,38,46,91,123,141],"e-commerce":[8],"online":[10],"shopping,":[11],"exponentially":[12],"growing":[13],"orders":[14,56,65],"require":[15],"to":[16,34,42,114,148],"be":[17],"picked":[18],"up":[19],"timely.":[20],"In":[21],"order-based":[23],"warehouse":[24],"picking":[25,155],"process,":[26],"more":[27],"intelligent":[28],"optimization":[29,80],"methods":[30],"are":[31,69],"urgently":[32],"demanded":[33],"meet":[35],"maturity":[37],"robot":[39],"technology.":[40],"Due":[41],"wide":[44],"variety":[45],"SKUs":[47,67,102],"(stock-keeping":[48],"units)":[49],"in":[50,71,151],"warehouses,":[51],"direct":[52],"analysis":[53,108],"based":[54,82],"on":[55,83,109,137],"can":[57,118],"hardly":[58],"get":[59],"strong":[60],"correlations":[61],"among":[62],"SKUs.":[63],"Since":[64],"usually":[68],"presented":[70],"text":[72,84],"form":[73],"files,":[74],"this":[75],"paper":[76],"proposes":[77],"a":[78,138,142],"clustering":[79,101,111,129],"algorithm":[81,117],"information":[85,93],"granules":[86],"which":[87],"makes":[88],"full":[89],"use":[90],"context":[92],"semantics.":[95],"Storage":[96],"assignment":[97],"is":[98,131],"determined":[99],"by":[100],"first":[103],"then":[105],"performing":[106],"correlation":[107],"results":[112],"according":[113],"orders.":[115],"The":[116],"give":[119],"semantic":[121],"description":[122],"each":[124],"cluster":[125],"so":[126],"that":[127],"process":[130],"interpretable":[132],"transparent.":[134],"Extensive":[135],"experiments":[136],"distribution":[139],"center":[140],"clothing":[143],"production":[144],"enterprise":[145],"indicate":[146],"40.5":[147],"57.9%":[149],"improvement":[150],"average":[153],"order":[154],"distance":[156],"compared":[157],"with":[158],"ABC":[160],"classification.":[161]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}