{"id":"https://openalex.org/W2912663132","doi":"https://doi.org/10.1109/bigdata.2018.8622173","title":"Revenue Optimized Capacity Management for Integrators in Air Freight Industry Under Uncertainty","display_name":"Revenue Optimized Capacity Management for Integrators in Air Freight Industry Under Uncertainty","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2912663132","doi":"https://doi.org/10.1109/bigdata.2018.8622173","mag":"2912663132"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"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/A5086800883","display_name":"Debdeep Paul","orcid":"https://orcid.org/0000-0002-4114-8584"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Debdeep Paul","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology Agency for Science, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology Agency for Science, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210091207","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028317321","display_name":"Chi Xu","orcid":"https://orcid.org/0000-0001-5480-3974"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xu Chi","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology Agency for Science, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology Agency for Science, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210091207","https://openalex.org/I115228651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034982826","display_name":"Song Junxian","orcid":null},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Song Junxian","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology Agency for Science, Technology and Research, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology Agency for Science, Technology and Research, Singapore","institution_ids":["https://openalex.org/I4210091207","https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053881225","display_name":"Jing Zeng","orcid":"https://orcid.org/0000-0003-0857-2217"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jing Zeng","raw_affiliation_strings":["University of Warwick"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Warwick","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22137896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"40","issue":null,"first_page":"3153","last_page":"3161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.995199978351593,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/integrator","display_name":"Integrator","score":0.6487132906913757},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5736966133117676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5601112246513367},{"id":"https://openalex.org/keywords/dynamic-pricing","display_name":"Dynamic pricing","score":0.5576236844062805},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.5501958131790161},{"id":"https://openalex.org/keywords/newsvendor-model","display_name":"Newsvendor model","score":0.542259931564331},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5405906438827515},{"id":"https://openalex.org/keywords/revenue-management","display_name":"Revenue management","score":0.5403488278388977},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5244346261024475},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.47411635518074036},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46288156509399414},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.41822463274002075},{"id":"https://openalex.org/keywords/supply-and-demand","display_name":"Supply and demand","score":0.41809749603271484},{"id":"https://openalex.org/keywords/total-revenue","display_name":"Total revenue","score":0.4116584062576294},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34190624952316284},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.21174854040145874},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.18799811601638794},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16331100463867188},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15761741995811462},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.1502639353275299},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13169339299201965},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13011911511421204}],"concepts":[{"id":"https://openalex.org/C79518650","wikidata":"https://www.wikidata.org/wiki/Q2081431","display_name":"Integrator","level":3,"score":0.6487132906913757},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5736966133117676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5601112246513367},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.5576236844062805},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.5501958131790161},{"id":"https://openalex.org/C36181114","wikidata":"https://www.wikidata.org/wiki/Q3130009","display_name":"Newsvendor model","level":3,"score":0.542259931564331},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5405906438827515},{"id":"https://openalex.org/C2781386248","wikidata":"https://www.wikidata.org/wiki/Q11898700","display_name":"Revenue management","level":3,"score":0.5403488278388977},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5244346261024475},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.47411635518074036},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46288156509399414},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.41822463274002075},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.41809749603271484},{"id":"https://openalex.org/C30600047","wikidata":"https://www.wikidata.org/wiki/Q7828141","display_name":"Total revenue","level":3,"score":0.4116584062576294},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34190624952316284},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.21174854040145874},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.18799811601638794},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16331100463867188},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15761741995811462},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.1502639353275299},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13169339299201965},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13011911511421204},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622173","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1569990960","https://openalex.org/W1988576693","https://openalex.org/W1999655917","https://openalex.org/W1999913571","https://openalex.org/W2001728872","https://openalex.org/W2016878428","https://openalex.org/W2025205185","https://openalex.org/W2040986399","https://openalex.org/W2047287650","https://openalex.org/W2065313971","https://openalex.org/W2098432798","https://openalex.org/W2103736545","https://openalex.org/W2129316296","https://openalex.org/W2149865537","https://openalex.org/W2165920928","https://openalex.org/W2487144912","https://openalex.org/W2606819354","https://openalex.org/W2949979136","https://openalex.org/W4236323066","https://openalex.org/W4297825594","https://openalex.org/W6684530971","https://openalex.org/W6696497002"],"related_works":["https://openalex.org/W2420409956","https://openalex.org/W2029598999","https://openalex.org/W4388340416","https://openalex.org/W2895891960","https://openalex.org/W1997881597","https://openalex.org/W2740158290","https://openalex.org/W3167448713","https://openalex.org/W4238832093","https://openalex.org/W4213334555","https://openalex.org/W2552855227"],"abstract_inverted_index":{"With":[0,38],"the":[1,8,22,39,47,58,94,97,100,103,122,130,139,170,182,188,231,234,238,241],"increasing":[2,40],"adoption":[3],"of":[4,96,132,175,209,233,240],"innovative":[5],"business":[6,53],"practices":[7,99],"product":[9],"lifecycle":[10],"management":[11],"is":[12,135,149,179,192],"becoming":[13],"incredibly":[14],"volatile":[15],"and":[16,113],"challenging.":[17],"In":[18],"order":[19],"to":[20,71,74,129,163,168,180,203,229],"reduce":[21],"transportation":[23],"time":[24,131],"many":[25],"supply":[26],"chain":[27],"managers":[28],"are":[29,55,107],"relying":[30],"on":[31,90,152],"express":[32],"air":[33,48],"freight":[34,49],"based":[35,89,118,151],"transport":[36],"services.":[37],"average":[41],"demand":[42,125],"for":[43,102,172],"capacity":[44,101,140,147,171],"provided":[45,108],"by":[46],"service":[50,63,73],"providers,":[51,64],"various":[52],"entities":[54],"appearing":[56],"in":[57,187,226],"value":[59],"chain,":[60],"such":[61],"as":[62,77,79],"integrators.":[65],"Typically,":[66],"an":[67,200],"integrator":[68],"owns":[69],"airbuses":[70],"provide":[72],"their":[75],"clients":[76,106],"well":[78],"they":[80],"can":[81],"buy":[82],"extra":[83],"capacities":[84],"from":[85,217,222],"other":[86],"commercial":[87],"airlines":[88],"need.":[91],"As":[92],"per":[93],"state":[95,239],"art":[98,242],"long":[104],"term":[105],"through":[109,115,137,141],"a":[110,116,153,160,165,194,205,223],"deterministic":[111],"model":[112,167],"priced":[114],"bid":[117],"mechanism":[119],"which":[120],"maximizes":[121],"revenue.":[123],"The":[124,144,177],"that":[126],"realizes":[127],"close":[128],"actual":[133],"shipment":[134],"fulfilled":[136],"allocating":[138],"spot":[142,145],"market.":[143],"market":[146],"allocation":[148],"performed":[150],"popular":[154],"newsvendor":[155],"framework.":[156],"This":[157,190],"paper":[158],"proposes":[159],"holistic":[161],"framework":[162],"develop":[164,204],"stochastic":[166],"allocate":[169],"different":[173],"types":[174],"capacity.":[176],"objective":[178],"maximize":[181],"expected":[183],"revenue":[184],"with":[185],"uncertainties":[186],"system.":[189],"problem":[191],"fundamentally":[193],"dynamic":[195,211],"programming":[196,212],"problem.":[197,213],"We":[198,214],"implement":[199],"affine":[201],"controller":[202],"computationally":[206],"tractable":[207],"formulation":[208],"this":[210,227],"conduct":[215],"experiments":[216],"real":[218],"life":[219],"data":[220],"obtained":[221],"global":[224],"player":[225],"industry":[228],"demonstrate":[230],"superiority":[232],"proposed":[235],"model,":[236],"over":[237],"practices.":[243]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
