{"id":"https://openalex.org/W4416474073","doi":"https://doi.org/10.1145/3680207.3765239","title":"Experience Paper: Nationwide Human Behavior Sensing in Last-mile Delivery","display_name":"Experience Paper: Nationwide Human Behavior Sensing in Last-mile Delivery","publication_year":2025,"publication_date":"2025-11-03","ids":{"openalex":"https://openalex.org/W4416474073","doi":"https://doi.org/10.1145/3680207.3765239"},"language":null,"primary_location":{"id":"doi:10.1145/3680207.3765239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680207.3765239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3680207.3765239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3680207.3765239","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077830473","display_name":"Zhiqing Hong","orcid":"https://orcid.org/0000-0003-3682-4290"},"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"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhiqing Hong","raw_affiliation_strings":["HKUST (Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3682-4290","affiliations":[{"raw_affiliation_string":"HKUST (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058267830","display_name":"W H Wang","orcid":"https://orcid.org/0009-0005-4714-3142"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weibing Wang","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-4714-3142","affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024889394","display_name":"Anlan Yu","orcid":"https://orcid.org/0009-0008-7092-7502"},"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":"Anlan Yu","raw_affiliation_strings":["School of Computer Science, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-7092-7502","affiliations":[{"raw_affiliation_string":"School of Computer Science, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","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"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shuxin Zhong","raw_affiliation_strings":["HKUST (Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-1758-2870","affiliations":[{"raw_affiliation_string":"HKUST (Guangzhou), Guangzhou, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101710780","display_name":"Haotian Wang","orcid":"https://orcid.org/0000-0001-9783-6389"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Wang","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9783-6389","affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037684756","display_name":"Yi Ding","orcid":"https://orcid.org/0000-0002-1226-341X"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Ding","raw_affiliation_strings":["University of Texas at Dallas, Richardson, USA"],"raw_orcid":"https://orcid.org/0000-0002-1226-341X","affiliations":[{"raw_affiliation_string":"University of Texas at Dallas, Richardson, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038811034","display_name":"Tian He","orcid":"https://orcid.org/0000-0001-6062-2619"},"institutions":[{"id":"https://openalex.org/I4210103986","display_name":"Jingdong (China)","ror":"https://ror.org/01dkjkq64","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103986"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian He","raw_affiliation_strings":["JD Logistics, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6062-2619","affiliations":[{"raw_affiliation_string":"JD Logistics, Beijing, China","institution_ids":["https://openalex.org/I4210103986"]}]},{"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/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Desheng Zhang","raw_affiliation_strings":["Rutgers University, Piscataway, New Jersey, USA"],"raw_orcid":"https://orcid.org/0000-0001-9307-8736","affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, New Jersey, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"682","last_page":"696"},"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":0.6202999949455261,"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":0.6202999949455261,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.10490000247955322,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.014800000004470348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6553999781608582},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6514000296592712},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5440000295639038},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5231000185012817},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5228000283241272},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.41940000653266907},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.4099999964237213},{"id":"https://openalex.org/keywords/delivery-system","display_name":"Delivery system","score":0.40540000796318054}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6553999781608582},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6514000296592712},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5440000295639038},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5231000185012817},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5228000283241272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4275999963283539},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.41940000653266907},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.4099999964237213},{"id":"https://openalex.org/C2983812674","wikidata":"https://www.wikidata.org/wiki/Q134808","display_name":"Delivery system","level":2,"score":0.40540000796318054},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3402999937534332},{"id":"https://openalex.org/C3019207227","wikidata":"https://www.wikidata.org/wiki/Q10883614","display_name":"Human life","level":3,"score":0.33660000562667847},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.3237000107765198},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3165999948978424},{"id":"https://openalex.org/C2987335383","wikidata":"https://www.wikidata.org/wiki/Q878048","display_name":"Cloud server","level":3,"score":0.29010000824928284},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2847999930381775},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C2994309678","wikidata":"https://www.wikidata.org/wiki/Q10932402","display_name":"Food delivery","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C2777386808","wikidata":"https://www.wikidata.org/wiki/Q5254078","display_name":"Delivery Performance","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C3020250448","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Smartphone application","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.26109999418258667},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.26019999384880066},{"id":"https://openalex.org/C81293917","wikidata":"https://www.wikidata.org/wiki/Q4189534","display_name":"System deployment","level":3,"score":0.25940001010894775},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.25850000977516174}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3680207.3765239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680207.3765239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3680207.3765239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3680207.3765239","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3680207.3765239","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3680207.3765239","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3965030583","display_name":null,"funder_award_id":"2023KCXTD042","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"},{"id":"https://openalex.org/G8000406786","display_name":null,"funder_award_id":"62472366","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8484321584","display_name":null,"funder_award_id":"ZDSYS20190902092853047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8982764754","display_name":null,"funder_award_id":"D25008","funder_id":"https://openalex.org/F4320336698","funder_display_name":"Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center)"}],"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/F4320336698","display_name":"Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center)","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416474073.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2028045978","https://openalex.org/W2765336335","https://openalex.org/W3034175346","https://openalex.org/W3085825355","https://openalex.org/W3211771663","https://openalex.org/W4220693285","https://openalex.org/W4308966045","https://openalex.org/W4392747566","https://openalex.org/W4393290239","https://openalex.org/W4404034620","https://openalex.org/W4405014339","https://openalex.org/W4405031363"],"related_works":[],"abstract_inverted_index":{"Human":[0],"behavior":[1,31],"sensing":[2,32],"has":[3,122],"been":[4,123],"receiving":[5],"growing":[6],"attention":[7],"from":[8],"both":[9,136],"academia":[10],"and":[11,50,118,140],"industry":[12],"in":[13,36,91],"recent":[14],"years.":[15],"We":[16],"report":[17],"-":[18,25],"to":[19,54,129,147,157],"the":[20,26,97,137,141,159],"best":[21],"of":[22,99],"our":[23],"knowledge":[24],"first":[27],"AI-driven":[28],"nationwide":[29],"human":[30,43],"system":[33],"called":[34],"SMILE":[35,40,68,95,112,121],"urban":[37],"last-mile":[38],"delivery.":[39],"detects":[41,113],"real-time":[42],"behaviors":[44],"with":[45,57],"self-supervised":[46],"sensor":[47],"data":[48,155],"pretraining":[49],"uploads":[51],"detection":[52],"results":[53],"cloud":[55],"servers":[56],"mobile":[58,74],"networks.":[59],"During":[60],"its":[61],"full":[62],"deployment":[63],"phase":[64],"at":[65,126],"JD":[66,127],"Logistics,":[67],"is":[69],"deployed":[70,125],"on":[71],"over":[72,78],"500,000":[73],"devices":[75],"carried":[76],"by":[77],"300,000":[79],"delivery":[80,98,138,153,161],"couriers":[81,139],"who":[82],"travel":[83],"more":[84,107],"than":[85,108],"10":[86],"million":[87,110],"KM":[88],"every":[89,104],"day":[90],"366":[92],"Chinese":[93],"cities.":[94],"serves":[96],"7":[100],"billion":[101],"E-commerce":[102],"orders":[103],"year":[105],"for":[106],"500":[109],"customers.":[111],"walking,":[114],"upstairs,":[115],"downstairs,":[116],"still,":[117],"driving":[119],"behaviors.":[120],"fully":[124],"Logistics":[128],"support":[130],"two":[131],"real-world":[132],"applications":[133],"that":[134],"benefit":[135],"logistics":[142,160],"platform:":[143],"(1)":[144],"workload":[145],"measurement":[146],"improve":[148,158],"couriers'":[149],"welfare;":[150],"(2)":[151],"large-scale":[152],"map":[154],"generation":[156],"efficiency.":[162]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-23T00:00:00"}
