{"id":"https://openalex.org/W2910866110","doi":"https://doi.org/10.1109/tii.2019.2892777","title":"Long/Short-Term Utility Aware Optimal Selection of Manufacturing Service Composition Toward Industrial Internet Platforms","display_name":"Long/Short-Term Utility Aware Optimal Selection of Manufacturing Service Composition Toward Industrial Internet Platforms","publication_year":2019,"publication_date":"2019-01-14","ids":{"openalex":"https://openalex.org/W2910866110","doi":"https://doi.org/10.1109/tii.2019.2892777","mag":"2910866110"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2892777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2892777","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-154905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100714501","display_name":"Yongping Zhang","orcid":"https://orcid.org/0000-0002-3458-2040"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongping Zhang","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3458-2040","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072705483","display_name":"Fei Tao","orcid":"https://orcid.org/0000-0002-9020-0633"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Tao","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9020-0633","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613640","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0001-8006-3236"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["Department of Management and Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden"],"raw_orcid":"https://orcid.org/0000-0001-8006-3236","affiliations":[{"raw_affiliation_string":"Department of Management and Engineering, Link\u00f6ping University, Link\u00f6ping, Sweden","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036446253","display_name":"Pengyuan Zhang","orcid":"https://orcid.org/0000-0001-6838-5160"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengyuan Zhang","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060790908","display_name":"Ying Cheng","orcid":"https://orcid.org/0000-0002-9103-6126"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Cheng","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9103-6126","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080410646","display_name":"Ying Zuo","orcid":"https://orcid.org/0000-0002-9067-3932"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zuo","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9067-3932","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.7925,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.97255702,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"15","issue":"6","first_page":"3712","last_page":"3722"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9959999918937683,"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"}},"topics":[{"id":"https://openalex.org/T11114","display_name":"Service and Product Innovation","score":0.9959999918937683,"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"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9851999878883362,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9796000123023987,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/term","display_name":"Term (time)","score":0.6206294894218445},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.6005619764328003},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5618377327919006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5414474606513977},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5235966444015503},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4955991506576538},{"id":"https://openalex.org/keywords/disappointment","display_name":"Disappointment","score":0.47234785556793213},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4515019953250885},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4494676887989044},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41665223240852356},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3770732879638672},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32593971490859985},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.27111995220184326},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1544850766658783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10679098963737488},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09652721881866455}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6206294894218445},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.6005619764328003},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5618377327919006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5414474606513977},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5235966444015503},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4955991506576538},{"id":"https://openalex.org/C2779628136","wikidata":"https://www.wikidata.org/wiki/Q621206","display_name":"Disappointment","level":2,"score":0.47234785556793213},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4515019953250885},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4494676887989044},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41665223240852356},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3770732879638672},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32593971490859985},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.27111995220184326},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1544850766658783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10679098963737488},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09652721881866455},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2019.2892777","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2892777","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:DiVA.org:liu-154905","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-154905","pdf_url":null,"source":{"id":"https://openalex.org/S4306400838","display_name":"DiVA (Linkoping University)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:liu-154905","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-154905","pdf_url":null,"source":{"id":"https://openalex.org/S4306400838","display_name":"DiVA (Linkoping University)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.5199999809265137,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1589598551","display_name":null,"funder_award_id":"51875030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5967651642","display_name":null,"funder_award_id":"51805020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7772751614","display_name":null,"funder_award_id":"2016YFB1101700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W158423294","https://openalex.org/W1495198236","https://openalex.org/W1542437639","https://openalex.org/W1679944651","https://openalex.org/W1932181459","https://openalex.org/W1968535060","https://openalex.org/W2005146368","https://openalex.org/W2014445347","https://openalex.org/W2018553295","https://openalex.org/W2020041214","https://openalex.org/W2024911540","https://openalex.org/W2027189122","https://openalex.org/W2031988984","https://openalex.org/W2062018697","https://openalex.org/W2085495361","https://openalex.org/W2092910425","https://openalex.org/W2098907614","https://openalex.org/W2099389501","https://openalex.org/W2104670598","https://openalex.org/W2104725470","https://openalex.org/W2117049046","https://openalex.org/W2126105956","https://openalex.org/W2129840796","https://openalex.org/W2164479964","https://openalex.org/W2247923062","https://openalex.org/W2267804829","https://openalex.org/W2410548068","https://openalex.org/W2412406843","https://openalex.org/W2460435468","https://openalex.org/W2517012193","https://openalex.org/W2605513717","https://openalex.org/W2621390165","https://openalex.org/W2770654407","https://openalex.org/W4246598646","https://openalex.org/W6632410151"],"related_works":["https://openalex.org/W4400867076","https://openalex.org/W2098319011","https://openalex.org/W2311921109","https://openalex.org/W2083371448","https://openalex.org/W2393286565","https://openalex.org/W3010492546","https://openalex.org/W1512449569","https://openalex.org/W2099213416","https://openalex.org/W2030164287","https://openalex.org/W2039565079"],"abstract_inverted_index":{"As":[0],"numerous":[1],"Industrial":[2,88],"Internet":[3,89],"platforms":[4],"emerge,":[5],"manufacturing":[6,23,66],"services":[7],"are":[8,116,135,143],"shared":[9,22],"among":[10],"multiple":[11],"stakeholders":[12,41,78,97],"more":[13],"frequently":[14],"than":[15],"ever":[16],"before.":[17],"The":[18,137],"optimal":[19,184],"selection":[20],"of":[21,55,76,95,109,127,133,190,201,217,227],"service":[24,67],"composition":[25],"(MSC)":[26],"should":[27,98],"promise":[28],"both":[29],"the":[30,34,46,51,56,61,65,72,77,85,92,106,122,149,153,161,183,188,191,196,215,224],"task":[31,155],"completion":[32],"and":[33,74,101,114,119,121,130,175,205],"stakeholders'":[35,62],"satisfaction.":[36],"However,":[37],"as":[38],"commercial":[39],"entities,":[40],"concentrate":[42],"on":[43,64,223],"not":[44],"only":[45],"temporary":[47],"benefits":[48],"but":[49],"also":[50],"long-term":[52,80,131,150,225],"acquisitions.":[53],"Most":[54],"existing":[57],"MSC":[58],"problems":[59],"neglect":[60],"prospect":[63],"sharing.":[68],"This":[69],"leads":[70],"to":[71,141,147,159,181],"disappointment":[73],"dissatisfaction":[75],"with":[79],"expectations,":[81],"who":[82],"will":[83],"abandon":[84],"participation":[86],"in":[87,199,207],"platforms.":[90],"Therefore,":[91],"long/short-term":[93,107],"preferences":[94,219],"various":[96],"be":[99],"satisfied":[100],"balanced.":[102],"In":[103],"this":[104],"paper,":[105],"utilities":[108],"three":[110],"parties":[111],"(provider,":[112],"consumer,":[113],"operator)":[115],"first":[117],"defined":[118],"discussed,":[120],"models":[123],"considering":[124],"short-term":[125],"utility":[126,132,151,226],"a":[128,209],"consumer":[129],"providers":[134,142],"established.":[136],"potential":[138],"tasks":[139],"assigned":[140],"taken":[144],"into":[145],"account":[146],"estimate":[148],"if":[152],"current":[154],"is":[156,179,193,211],"accepted.":[157],"Then,":[158],"solve":[160],"biobjective":[162],"optimization":[163],"problem,":[164],"an":[165],"improved":[166,176],"Nondominated":[167],"Sorting":[168],"Genetic":[169],"Algorithm-II":[170],"algorithm,":[171],"combining":[172],"Tabu":[173],"search":[174],"K-means":[177],"mechanism,":[178],"proposed":[180],"find":[182],"solution":[185,202],"set.":[186],"Finally,":[187],"effectiveness":[189],"method":[192],"verified":[194],"by":[195],"experimental":[197],"results":[198],"terms":[200],"diversity,":[203],"astringency,":[204],"stability,":[206],"which":[208],"finding":[210],"further":[212],"observed":[213],"that":[214],"changes":[216],"consumers'":[218],"have":[220],"little":[221],"impact":[222],"providers.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2019-01-25T00:00:00"}