{"id":"https://openalex.org/W4319430621","doi":"https://doi.org/10.1109/icebe55470.2022.00024","title":"Research on product sales forecasting based on multi-value chain collaborative data management system in manufacturing industry","display_name":"Research on product sales forecasting based on multi-value chain collaborative data management system in manufacturing industry","publication_year":2022,"publication_date":"2022-10-01","ids":{"openalex":"https://openalex.org/W4319430621","doi":"https://doi.org/10.1109/icebe55470.2022.00024"},"language":"en","primary_location":{"id":"doi:10.1109/icebe55470.2022.00024","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icebe55470.2022.00024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on e-Business Engineering (ICEBE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003633381","display_name":"Tian Gao","orcid":"https://orcid.org/0009-0003-4363-3385"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Gao","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University,Beijing,China","School of Economics and Management, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University,Beijing,China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067459936","display_name":"Zhengsen Ji","orcid":"https://orcid.org/0000-0003-1202-300X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengsen Ji","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University,Beijing,China","School of Economics and Management, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University,Beijing,China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103241552","display_name":"Dongxiao Niu","orcid":"https://orcid.org/0000-0003-4612-8432"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxiao Niu","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University,Beijing,China","School of Economics and Management, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University,Beijing,China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072518141","display_name":"Yulian Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulian Xi","raw_affiliation_strings":["School of Economics and Management, North China Electric Power University,Beijing,China","School of Economics and Management, North China Electric Power University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University,Beijing,China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"School of Economics and Management, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20075883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9729999899864197,"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/T10320","display_name":"Neural Networks and Applications","score":0.9625999927520752,"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/informatization","display_name":"Informatization","score":0.6231909990310669},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.5403833985328674},{"id":"https://openalex.org/keywords/product-data-management","display_name":"Product data management","score":0.5389689803123474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5386275053024292},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5163484811782837},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.48142215609550476},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.42265287041664124},{"id":"https://openalex.org/keywords/master-data","display_name":"Master data","score":0.41800329089164734},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4149324297904968},{"id":"https://openalex.org/keywords/value-chain","display_name":"Value chain","score":0.41164663434028625},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.35822391510009766},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3303484320640564},{"id":"https://openalex.org/keywords/product-lifecycle","display_name":"Product lifecycle","score":0.30640482902526855},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.2817797064781189},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.27601560950279236},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2081966996192932},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18608695268630981},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16370955109596252},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.11767348647117615}],"concepts":[{"id":"https://openalex.org/C2776352007","wikidata":"https://www.wikidata.org/wiki/Q181588","display_name":"Informatization","level":2,"score":0.6231909990310669},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.5403833985328674},{"id":"https://openalex.org/C2780585905","wikidata":"https://www.wikidata.org/wiki/Q377960","display_name":"Product data management","level":4,"score":0.5389689803123474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5386275053024292},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5163484811782837},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.48142215609550476},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.42265287041664124},{"id":"https://openalex.org/C61871575","wikidata":"https://www.wikidata.org/wiki/Q384093","display_name":"Master data","level":2,"score":0.41800329089164734},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4149324297904968},{"id":"https://openalex.org/C107666737","wikidata":"https://www.wikidata.org/wiki/Q646107","display_name":"Value chain","level":3,"score":0.41164663434028625},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.35822391510009766},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3303484320640564},{"id":"https://openalex.org/C194304873","wikidata":"https://www.wikidata.org/wiki/Q1967338","display_name":"Product lifecycle","level":3,"score":0.30640482902526855},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.2817797064781189},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27601560950279236},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2081966996192932},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18608695268630981},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16370955109596252},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.11767348647117615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icebe55470.2022.00024","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icebe55470.2022.00024","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on e-Business Engineering (ICEBE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6100000143051147}],"awards":[{"id":"https://openalex.org/G4552524808","display_name":null,"funder_award_id":"2020YFB1707801","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1966346966","https://openalex.org/W2014697970","https://openalex.org/W2033947128","https://openalex.org/W2059268928","https://openalex.org/W2134603844","https://openalex.org/W2488884246","https://openalex.org/W2548753368","https://openalex.org/W2753007331","https://openalex.org/W2792463724","https://openalex.org/W2803015880","https://openalex.org/W2894776929","https://openalex.org/W2955450288","https://openalex.org/W2970992672","https://openalex.org/W2974675154","https://openalex.org/W2979747277","https://openalex.org/W2998553334","https://openalex.org/W3083526163","https://openalex.org/W3126205367","https://openalex.org/W4200157301"],"related_works":["https://openalex.org/W2487340163","https://openalex.org/W2378520037","https://openalex.org/W2082641463","https://openalex.org/W2322226378","https://openalex.org/W2769115330","https://openalex.org/W2370953877","https://openalex.org/W266880383","https://openalex.org/W2367043453","https://openalex.org/W2196087887","https://openalex.org/W75094711"],"abstract_inverted_index":{"Manufacturing":[0],"data":[1,7,28,35,42,50,60,73,94,105,137,142],"is":[2],"a":[3,30,48],"massive":[4],"amount":[5],"of":[6,12,20,27,41,54,68,79,107,132],"generated":[8],"in":[9],"the":[10,17,21,39,77,93,101,108,119,130,133,149],"application":[11],"manufacturing":[13,22,34,55,82,109],"informatization":[14],"based":[15,58,71,140],"on":[16,38,59,72,141],"multi-value":[18,56,102,134],"chain":[19,57,103,135],"industry.":[23,110],"The":[24,111],"multi-source":[25],"heterogeneity":[26],"poses":[29],"great":[31],"challenge":[32],"to":[33,97,117,124],"management.":[36],"Based":[37],"analysis":[40],"space":[43,106],"theory,":[44],"this":[45,87],"paper":[46,88],"constructs":[47],"collaborative":[49,104,136],"management":[51,74,138],"system":[52,139],"architecture":[53],"space,":[61],"and":[62,91],"establishes":[63],"an":[64,85],"intelligent":[65],"prediction":[66],"model":[67,123],"product":[69,98,126],"sales":[70,99],"system.":[75],"Taking":[76],"products":[78],"power":[80],"equipment":[81],"enterprises":[83],"as":[84],"example,":[86],"first":[89],"extracts":[90],"filters":[92],"sets":[95],"related":[96],"from":[100],"sparrow":[112],"search":[113],"algorithm":[114],"was":[115],"used":[116],"optimize":[118],"extreme":[120],"learning":[121],"machine":[122],"predict":[125],"sales,":[127],"which":[128],"verifies":[129],"effectiveness":[131],"space.":[143],"This":[144],"provides":[145],"guidance":[146],"for":[147],"making":[148],"next":[150],"production":[151],"plan.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
