{"id":"https://openalex.org/W4290943458","doi":"https://doi.org/10.1145/3534678.3539167","title":"Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery","display_name":"Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery","publication_year":2022,"publication_date":"2022-08-12","ids":{"openalex":"https://openalex.org/W4290943458","doi":"https://doi.org/10.1145/3534678.3539167"},"language":"en","primary_location":{"id":"doi:10.1145/3534678.3539167","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3534678.3539167","pdf_url":null,"source":{"id":"https://openalex.org/S4363608767","display_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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/A5100431902","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-9799-9230"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Southeast University, NanJing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, NanJing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"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/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Ding","raw_affiliation_strings":["University of Minnesota, Minneapolis, MN, USA"],"affiliations":[{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328229","display_name":"Shuai Wang","orcid":"https://orcid.org/0000-0001-6838-1151"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Wang","raw_affiliation_strings":["Southeast University, NanJing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, NanJing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"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, Bethlehem, PA, USA"],"affiliations":[{"raw_affiliation_string":"Lehigh University, Bethlehem, PA, USA","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/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, New Brunswick, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University, New Brunswick, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100431902"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":2.3781,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90670189,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3407","last_page":"3417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12801","display_name":"Bluetooth and Wireless Communication Technologies","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9937999844551086,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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":0.7862643599510193},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6780719757080078},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.6712312698364258},{"id":"https://openalex.org/keywords/bluetooth-low-energy","display_name":"Bluetooth Low Energy","score":0.6608286499977112},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5896381139755249},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5535500645637512},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.43792420625686646},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4222431182861328},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3208996653556824},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2791072130203247},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2562224864959717},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.252763032913208},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.21609118580818176}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862643599510193},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6780719757080078},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.6712312698364258},{"id":"https://openalex.org/C2776418194","wikidata":"https://www.wikidata.org/wiki/Q1638779","display_name":"Bluetooth Low Energy","level":4,"score":0.6608286499977112},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5896381139755249},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5535500645637512},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.43792420625686646},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4222431182861328},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3208996653556824},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2791072130203247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2562224864959717},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.252763032913208},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.21609118580818176},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3534678.3539167","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3534678.3539167","pdf_url":null,"source":{"id":"https://openalex.org/S4363608767","display_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2013503669","https://openalex.org/W2026968296","https://openalex.org/W2112696545","https://openalex.org/W2130218305","https://openalex.org/W2626807326","https://openalex.org/W2753612504","https://openalex.org/W2794857086","https://openalex.org/W2798926091","https://openalex.org/W2896542121","https://openalex.org/W2897132279","https://openalex.org/W2900671214","https://openalex.org/W2900904867","https://openalex.org/W2949482420","https://openalex.org/W2950697450","https://openalex.org/W2964732194","https://openalex.org/W3080227975","https://openalex.org/W3088564578","https://openalex.org/W3184592759","https://openalex.org/W3189139811","https://openalex.org/W3197935887","https://openalex.org/W4246762826","https://openalex.org/W4294892047"],"related_works":["https://openalex.org/W2026217228","https://openalex.org/W2460679371","https://openalex.org/W1566557084","https://openalex.org/W1981475037","https://openalex.org/W2956056877","https://openalex.org/W2058711580","https://openalex.org/W2911404179","https://openalex.org/W2572635530","https://openalex.org/W2223325499","https://openalex.org/W3046945808"],"abstract_inverted_index":{"On-demand":[0],"delivery":[1,195],"is":[2,57,157],"a":[3,24,58],"new":[4],"form":[5],"of":[6,29,39,98,117,121,165,212],"logistics":[7],"where":[8],"customers":[9],"place":[10],"orders":[11],"through":[12],"online":[13],"platforms":[14],"and":[15,48,71,74,81,119,204,210,217],"the":[16,37,68,79,86,91,96,107,137,144,162,168,180,208],"platform":[17],"arranges":[18],"couriers":[19,40,184],"to":[20,67,105,158,171],"deliver":[21],"them":[22],"within":[23],"short":[25],"time.":[26],"The":[27,51,102,197],"acquisition":[28],"indoor":[30,63,131,146],"status":[31,64,87,99,132,147],"(i.e.,":[32],"arrival":[33],"or":[34],"departure":[35],"at":[36],"merchants)":[38],"plays":[41],"an":[42,130,193],"important":[43],"role":[44],"in":[45,90,95,189],"order":[46],"dispatching":[47],"route":[49],"planning.":[50],"Bluetooth":[52,92,169],"Low":[53],"Energy":[54],"(BLE)":[55],"device":[56],"promising":[59],"solution":[60],"for":[61,112,151],"city-wide":[62,113],"estimation":[65,100,133,148],"due":[66],"low":[69,75],"hardware":[70],"deployment":[72],"costs":[73],"power":[76],"consumption.":[77],"However,":[78],"environment":[80,203],"smartphone":[82,122,187,205],"model":[83,149,206],"heterogeneities":[84,166],"affect":[85],"characteristics":[88],"contained":[89],"signal,":[93],"resulting":[94],"decline":[97],"performance.":[101],"previous":[103],"methods":[104],"alleviate":[106],"heterogeneity":[108],"are":[109],"not":[110],"suitable":[111],"scenarios":[114],"with":[115,185],"thousands":[116],"merchants":[118,191],"hundreds":[120],"models.":[123],"In":[124],"this":[125],"paper,":[126],"we":[127],"propose":[128],"Para-Pred,":[129],"framework":[134],"based":[135],"on":[136,167,182],"graph":[138],"neural":[139],"network,":[140],"which":[141],"directly":[142,172],"Predicts":[143],"effective":[145],"Parameters":[150],"unseen":[152,174],"scenarios.":[153],"Our":[154],"key":[155],"idea":[156],"utilize":[159],"similarity":[160],"between":[161],"influence":[163,176],"patterns":[164],"signal":[170],"infer":[173],"scenarios'":[175],"patterns.":[177],"We":[178],"evaluate":[179],"Para-Pred":[181],"109,378":[183],"672":[186],"models":[188],"12,109":[190],"from":[192],"on-demand":[194],"company.":[196],"evaluation":[198],"results":[199],"show":[200],"that":[201],"across":[202],"heterogeneities,":[207],"accuracy":[209],"recall":[211],"our":[213],"method":[214],"achieve":[215],"93.62%":[216],"95.20%,":[218],"outperforming":[219],"state-of-the-art":[220],"solutions.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
