{"id":"https://openalex.org/W4391169496","doi":"https://doi.org/10.1145/3643033","title":"Package Arrival Time Prediction via Knowledge Distillation Graph Neural Network","display_name":"Package Arrival Time Prediction via Knowledge Distillation Graph Neural Network","publication_year":2024,"publication_date":"2024-01-24","ids":{"openalex":"https://openalex.org/W4391169496","doi":"https://doi.org/10.1145/3643033"},"language":"en","primary_location":{"id":"doi:10.1145/3643033","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643033","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-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/A5100433931","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-5808-5313"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China and Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-5808-5313","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China and Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072988055","display_name":"Yong Liu","orcid":"https://orcid.org/0000-0001-9031-9696"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Liu","raw_affiliation_strings":["Alibaba-NTU Singapore Joint Research Institute, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9031-9696","affiliations":[{"raw_affiliation_string":"Alibaba-NTU Singapore Joint Research Institute, Singapore, Singapore","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049109106","display_name":"Zhiwei Zeng","orcid":"https://orcid.org/0000-0002-7787-5644"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhiwei Zeng","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7787-5644","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612686","display_name":"Yiming Cao","orcid":"https://orcid.org/0000-0003-4945-4049"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Cao","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China and Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-4945-4049","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China and Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101768800","display_name":"Xingyu Wu","orcid":"https://orcid.org/0000-0001-7802-0931"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Wu","raw_affiliation_strings":["Alibaba Group, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7802-0931","affiliations":[{"raw_affiliation_string":"Alibaba Group, Hangzhou, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017102724","display_name":"Yonghui Xu","orcid":"https://orcid.org/0000-0002-1891-6186"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghui Xu","raw_affiliation_strings":["Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-1891-6186","affiliations":[{"raw_affiliation_string":"Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101789458","display_name":"Zhiqi Shen","orcid":"https://orcid.org/0000-0001-7626-7295"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhiqi Shen","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-7626-7295","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101414718","display_name":"Lizhen Cui","orcid":"https://orcid.org/0000-0002-8262-8883"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhen Cui","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China and Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-8262-8883","affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China and Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.2972,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89980684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"18","issue":"5","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/computer-science","display_name":"Computer science","score":0.7813006043434143},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6163990497589111},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6138210892677307},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5605162382125854},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5362901091575623},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5065416097640991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48287537693977356},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.4466903507709503},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4287460446357727},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3895542621612549},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2435106635093689},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.13984179496765137}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813006043434143},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6163990497589111},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6138210892677307},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5605162382125854},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5362901091575623},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5065416097640991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48287537693977356},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.4466903507709503},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4287460446357727},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3895542621612549},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2435106635093689},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.13984179496765137},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643033","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643033","pdf_url":null,"source":{"id":"https://openalex.org/S41523882","display_name":"ACM Transactions on Knowledge Discovery from Data","issn_l":"1556-4681","issn":["1556-4681","1556-472X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Knowledge Discovery from Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G257195535","display_name":null,"funder_award_id":"2021YFF0900800","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4529081685","display_name":null,"funder_award_id":"62202279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6325114853","display_name":null,"funder_award_id":"92367202, and 62202279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7610069338","display_name":null,"funder_award_id":"92367202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320308724","display_name":"Texas Space Grant Consortium","ror":"https://ror.org/05k1jx057"},{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2144475703","https://openalex.org/W2154851992","https://openalex.org/W2295598076","https://openalex.org/W2339065330","https://openalex.org/W2550072831","https://openalex.org/W2761908665","https://openalex.org/W2793768763","https://openalex.org/W2809623940","https://openalex.org/W2893116530","https://openalex.org/W2904628589","https://openalex.org/W2910952060","https://openalex.org/W2918342466","https://openalex.org/W2962275530","https://openalex.org/W2962756421","https://openalex.org/W2972581457","https://openalex.org/W2997128429","https://openalex.org/W2999798734","https://openalex.org/W3003858448","https://openalex.org/W3034795332","https://openalex.org/W3043350800","https://openalex.org/W3080227975","https://openalex.org/W3080548826","https://openalex.org/W3088611441","https://openalex.org/W3094897602","https://openalex.org/W3097237405","https://openalex.org/W3098944285","https://openalex.org/W3104030692","https://openalex.org/W3104097132","https://openalex.org/W3106295757","https://openalex.org/W3128196514","https://openalex.org/W3151458666","https://openalex.org/W3152626252","https://openalex.org/W3157241031","https://openalex.org/W3167652394","https://openalex.org/W3189898989","https://openalex.org/W3194259208","https://openalex.org/W3208149186","https://openalex.org/W3208576249","https://openalex.org/W3209067688","https://openalex.org/W3212385273","https://openalex.org/W4200282467","https://openalex.org/W4288419263","https://openalex.org/W4290927838","https://openalex.org/W4301011984","https://openalex.org/W4308393414","https://openalex.org/W4319167014","https://openalex.org/W4365509842","https://openalex.org/W4365795965","https://openalex.org/W4382239191","https://openalex.org/W4385283659","https://openalex.org/W4385283878","https://openalex.org/W4387079240","https://openalex.org/W6633257118"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1417711376","https://openalex.org/W2032260263","https://openalex.org/W1986883493","https://openalex.org/W2469862403","https://openalex.org/W2166378262","https://openalex.org/W2035891203","https://openalex.org/W4379524643","https://openalex.org/W2011027677","https://openalex.org/W2367807705"],"abstract_inverted_index":{"Accurately":[0],"estimating":[1],"packages\u2019":[2],"arrival":[3],"time":[4,31,39,65,78,167],"in":[5,112,198],"e-commerce":[6],"can":[7],"enhance":[8],"users\u2019":[9],"shopping":[10],"experience":[11],"and":[12,46,49,146],"improve":[13],"the":[14,37,57,63,69,77,113,118,143,149,189],"placement":[15],"rate":[16],"of":[17,32,56,79,120],"products.":[18],"This":[19],"problem":[20,60],"is":[21,40,61,74,135],"often":[22],"formalized":[23],"as":[24,196],"an":[25,170],"Origin-Destination":[26],"(OD)-based":[27],"ETA":[28,59,104,180],"(i.e.,":[29],"estimated":[30,41],"arrival)":[33],"prediction":[34,105,168,181],"task,":[35],"where":[36],"delivery":[38,64,71,92,166],"mainly":[42],"based":[43],"on":[44,68,183],"sender":[45],"receiver":[47],"addresses":[48],"other":[50],"context":[51,159],"information.":[52],"One":[53],"inherent":[54],"challenge":[55,87],"OD-based":[58,179],"that":[62],"highly":[66],"depends":[67],"actual":[70],"trajectory":[72,131,140,154],"which":[73,108],"unknown":[75],"at":[76,142],"prediction.":[80],"In":[81,127],"this":[82,86],"article,":[83],"we":[84],"tackle":[85],"by":[88,194],"effectively":[89],"exploiting":[90],"historical":[91,121],"trajectories.":[93],"We":[94],"propose":[95],"a":[96,129],"novel":[97],"Knowledge":[98],"Distillation":[99],"Graph":[100],"neural":[101],"network-based":[102],"package":[103],"(KDG-ETA)":[106],"model,":[107],"uses":[109],"knowledge":[110,119,155],"distillation":[111],"training":[114],"phase":[115],"to":[116,137],"distill":[117],"trajectories":[122],"into":[123],"OD":[124,150],"pair":[125],"embeddings.":[126],"KDG-ETA,":[128],"multi-level":[130],"graph":[132],"representation":[133],"model":[134],"proposed":[136],"fully":[138],"exploit":[139],"information":[141],"node-level,":[144],"edge-level,":[145],"path-level.":[147],"Then,":[148],"representations":[151],"embedded":[152],"with":[153,158],"are":[156],"combined":[157],"embeddings":[160],"from":[161],"feature":[162],"extraction":[163],"module":[164],"for":[165],"using":[169],"adaptive":[171],"attention":[172],"module.":[173],"KDG-ETA":[174],"consistently":[175],"outperforms":[176],"existing":[177],"state-of-the-art":[178],"methods":[182],"three":[184],"real-world":[185],"Alibaba":[186],"datasets,":[187],"reducing":[188],"Mean":[190],"Absolute":[191],"Error":[192],"(MAE)":[193],"3.0%\u201339.1%":[195],"demonstrated":[197],"our":[199],"extensive":[200],"empirical":[201],"evaluation.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
