{"id":"https://openalex.org/W4409361258","doi":"https://doi.org/10.1609/aaai.v39i27.35079","title":"Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics","display_name":"Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics","publication_year":2025,"publication_date":"2025-04-11","ids":{"openalex":"https://openalex.org/W4409361258","doi":"https://doi.org/10.1609/aaai.v39i27.35079"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v39i27.35079","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v39i27.35079","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35079/37234","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35079/37234","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014020768","display_name":"Shuxin Zhong","orcid":"https://orcid.org/0009-0006-1758-2870"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Shuxin Zhong","raw_affiliation_strings":["Hong Kong University of Science and Technology (Guanzhou)"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology (Guanzhou)","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047244904","display_name":"Kimberly Liu","orcid":"https://orcid.org/0000-0002-8640-4414"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kimberly Liu","raw_affiliation_strings":["University of Pennsylvania,"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania,","institution_ids":["https://openalex.org/I36788626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078574526","display_name":"Wenjun Lyu","orcid":"https://orcid.org/0000-0002-7885-3105"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wenjun Lyu","raw_affiliation_strings":["Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101710780","display_name":"Haotian Wang","orcid":"https://orcid.org/0000-0001-9783-6389"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haotian Wang","raw_affiliation_strings":["JD Logistic"],"affiliations":[{"raw_affiliation_string":"JD Logistic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100451759","display_name":"Guang Wang","orcid":"https://orcid.org/0000-0002-7739-7945"},"institutions":[{"id":"https://openalex.org/I103163165","display_name":"Florida State University","ror":"https://ror.org/05g3dte14","country_code":"US","type":"education","lineage":["https://openalex.org/I103163165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guang Wang","raw_affiliation_strings":["Florida State University"],"affiliations":[{"raw_affiliation_string":"Florida State University","institution_ids":["https://openalex.org/I103163165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082653046","display_name":"Yunhuai Liu","orcid":"https://orcid.org/0000-0002-1180-8078"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhuai Liu","raw_affiliation_strings":["Peking University"],"affiliations":[{"raw_affiliation_string":"Peking University","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050844324","display_name":"He Tian","orcid":"https://orcid.org/0000-0003-3547-7485"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tian He","raw_affiliation_strings":["JD Logistic"],"affiliations":[{"raw_affiliation_string":"JD Logistic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051976513","display_name":"Yu Yang","orcid":"https://orcid.org/0000-0003-1627-5503"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Yang","raw_affiliation_strings":["Lehigh University"],"affiliations":[{"raw_affiliation_string":"Lehigh University","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100603762","display_name":"Desheng Zhang","orcid":"https://orcid.org/0000-0001-9307-8736"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Desheng Zhang","raw_affiliation_strings":["Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5014020768"],"corresponding_institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":2.8286,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85810811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"39","issue":"27","first_page":"28557","last_page":"28565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9179999828338623,"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/T11223","display_name":"Maritime Ports and Logistics","score":0.9179999828338623,"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/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9010999798774719,"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/terminal","display_name":"Terminal (telecommunication)","score":0.7979774475097656},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5753238201141357},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5063563585281372},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.386226624250412},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.37937772274017334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36608588695526123},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.31560951471328735},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.16102340817451477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1602819263935089}],"concepts":[{"id":"https://openalex.org/C2779664074","wikidata":"https://www.wikidata.org/wiki/Q3518405","display_name":"Terminal (telecommunication)","level":2,"score":0.7979774475097656},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5753238201141357},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5063563585281372},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.386226624250412},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.37937772274017334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36608588695526123},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.31560951471328735},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.16102340817451477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1602819263935089}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v39i27.35079","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v39i27.35079","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35079/37234","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v39i27.35079","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v39i27.35079","pdf_url":"https://ojs.aaai.org/index.php/AAAI/article/download/35079/37234","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409361258.pdf","grobid_xml":"https://content.openalex.org/works/W4409361258.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3211557223","https://openalex.org/W1528816634","https://openalex.org/W2007036916","https://openalex.org/W4206528302","https://openalex.org/W872563264","https://openalex.org/W2164087676","https://openalex.org/W4240867999","https://openalex.org/W2416728927","https://openalex.org/W57911776","https://openalex.org/W1996137866"],"abstract_inverted_index":{"Estimating":[0],"service":[1,37,81],"capabilities":[2,52,82,88],"for":[3,9,138],"logistics":[4,124],"terminal":[5],"stations":[6,63,120],"is":[7],"essential":[8],"guiding":[10],"operations":[11],"adjustments":[12],"to":[13,61,77,102,148],"enhance":[14],"customer":[15],"experience.":[16],"However,":[17],"existing":[18],"studies":[19],"often":[20],"focus":[21],"on":[22],"isolated":[23],"metrics":[24],"like":[25],"on-time":[26,139,141],"delivery":[27],"or":[28],"complaint":[29,144],"rates,":[30],"each":[31],"reflecting":[32],"a":[33,41,71,86,122],"specific":[34],"aspect":[35],"of":[36],"capabilities.":[38],"To":[39],"provide":[40],"more":[42],"comprehensive":[43,87],"evaluation,":[44],"we":[45,91],"design":[46],"AdaService,":[47],"an":[48,93],"Adaptive":[49,94],"multi-faceted":[50],"Service":[51],"co-estimation":[53],"framework.":[54],"We":[55,68],"begin":[56],"by":[57,146],"constructing":[58],"Multi-faceted":[59,72,95],"Hypergraph":[60,73],"encode":[62],"using":[64],"multiple":[65],"performance":[66],"metrics.":[67],"then":[69],"introduce":[70],"Convolution":[74],"Network":[75],"(MHCN)":[76],"capture":[78],"the":[79],"heterogeneous":[80],"across":[83],"stations,":[84],"providing":[85],"representation.":[89],"Finally,":[90],"apply":[92],"Estimation":[96],"module":[97],"that":[98,129],"uses":[99],"multi-task":[100],"learning":[101],"model":[103],"dynamic":[104],"interactions":[105],"among":[106],"these":[107],"metrics,":[108],"enhancing":[109],"predictive":[110],"accuracy.":[111],"Extensive":[112],"evaluation":[113],"with":[114],"real-world":[115],"data":[116],"collected":[117],"from":[118],"nationwide":[119],"in":[121,126],"leading":[123],"company":[125],"China":[127],"demonstrates":[128],"AdaService":[130],"significantly":[131],"outperforms":[132],"state-of-the-art":[133],"methods,":[134],"improving":[135],"estimation":[136],"accuracy":[137],"delivery,":[140],"pick-up,":[142],"and":[143,151],"rates":[145],"up":[147],"18.98%,":[149],"9.30%,":[150],"39.62%.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}