{"id":"https://openalex.org/W4399323983","doi":"https://doi.org/10.1145/3643832.3661859","title":"Optimizing Profitability of E-Scooter Sharing System via Battery-aware Recommendation","display_name":"Optimizing Profitability of E-Scooter Sharing System via Battery-aware Recommendation","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399323983","doi":"https://doi.org/10.1145/3643832.3661859"},"language":"en","primary_location":{"id":"doi:10.1145/3643832.3661859","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643832.3661859","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661859","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661859","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077846932","display_name":"Jiwon Kim","orcid":"https://orcid.org/0000-0002-5182-2667"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jiwon Kim","raw_affiliation_strings":["Yonsei University, Seoul, Korea, South ? Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Korea, South ? Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008315384","display_name":"Tae-Woong Jung","orcid":"https://orcid.org/0009-0008-9297-4844"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taewoong Jung","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079092615","display_name":"Yonghun Choi","orcid":"https://orcid.org/0000-0002-9682-9782"},"institutions":[{"id":"https://openalex.org/I58716616","display_name":"Korea Institute of Science and Technology","ror":"https://ror.org/05kzfa883","country_code":"KR","type":"facility","lineage":["https://openalex.org/I27494661","https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098","https://openalex.org/I58716616"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yonghun Choi","raw_affiliation_strings":["Korea Institute of Science and Technology, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea Institute of Science and Technology, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I58716616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101903397","display_name":"Daeyong Kim","orcid":"https://orcid.org/0000-0002-1453-4156"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daeyong Kim","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000631554","display_name":"Hojung Cha","orcid":"https://orcid.org/0000-0002-9060-5091"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hojung Cha","raw_affiliation_strings":["Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5077846932"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":0.2782,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53196759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"575","last_page":"587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9944000244140625,"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":0.9925000071525574,"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"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9894999861717224,"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/profitability-index","display_name":"Profitability index","score":0.7220196723937988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6853938698768616},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.48443034291267395},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3443336486816406},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.21183940768241882},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07840150594711304}],"concepts":[{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.7220196723937988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6853938698768616},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.48443034291267395},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3443336486816406},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.21183940768241882},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07840150594711304},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643832.3661859","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643832.3661859","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661859","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3643832.3661859","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643832.3661859","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661859","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 22nd Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399323983.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W398859631","https://openalex.org/W2133496267","https://openalex.org/W2514874264","https://openalex.org/W2921257412","https://openalex.org/W2951051927","https://openalex.org/W2982704980","https://openalex.org/W3003509725","https://openalex.org/W3012685314","https://openalex.org/W3081455800","https://openalex.org/W3132328326","https://openalex.org/W3168877454","https://openalex.org/W3194895838","https://openalex.org/W3203551307","https://openalex.org/W4290877497"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3125099825","https://openalex.org/W25115902","https://openalex.org/W2753408573","https://openalex.org/W4285147705","https://openalex.org/W1986338457","https://openalex.org/W2066844180","https://openalex.org/W4293192099","https://openalex.org/W4253553932"],"abstract_inverted_index":{"In":[0,50],"e-scooter":[1,55,66,101,128,188],"sharing":[2,72,147,199],"systems,":[3],"users":[4],"randomly":[5,41],"select":[6],"and":[7,38,64,91,117,174,187,197],"use":[8,118],"e-scooters":[9,43],"based":[10,158],"on":[11,23,159],"inaccurate":[12,27],"battery":[13,28,48,62,80,86,98,115,122,160,185],"information.":[14],"This":[15],"simple":[16],"rental":[17],"policy":[18],"leads":[19],"to":[20,68,111,120,125,138,169,219],"low":[21],"profitability":[22,70],"two":[24],"fronts.":[25],"First,":[26],"information":[29],"causes":[30],"unexpected":[31],"device":[32],"shutdowns,":[33],"causing":[34],"negative":[35],"user":[36,89],"experiences":[37],"refunds.":[39],"Second,":[40],"selected":[42],"increase":[44],"operation":[45,143,149],"costs":[46],"for":[47],"management.":[49],"this":[51,75],"paper,":[52],"we":[53,77,130],"propose":[54,78],"recommendation":[56],"system,":[57],"EcoRide,":[58],"which":[59],"provides":[60],"accurate":[61],"estimation":[63,81,186],"profitable":[65],"selection":[67,189],"maximize":[69],"of":[71,217],"systems.":[73],"To":[74,163],"end,":[76],"a":[79,105,132,151,170,177,198,214],"considering":[82],"four":[83],"factors,":[84],"i.e.,":[85],"state,":[87],"temperature,":[88],"weight,":[90],"road":[92],"slope,":[93],"that":[94,141],"affect":[95],"the":[96],"available":[97],"energy":[99],"in":[100],"applications.":[102],"We":[103,145],"define":[104,146],"parameter,":[106],"dynamic":[107],"voltage":[108],"threshold":[109],"(DVT),":[110],"represent":[112],"dynamically":[113],"changing":[114],"energy,":[116],"it":[119],"estimate":[121],"availability.":[123],"Next,":[124],"achieve":[126],"cost-effective":[127],"selection,":[129],"introduce":[131],"multi-agent":[133],"reinforcement":[134],"learning":[135],"(MARL)-based":[136],"technique":[137,180,190],"learn":[139],"policies":[140],"minimize":[142],"costs.":[144,162],"system":[148,200],"as":[150],"MARL":[152],"problem":[153],"with":[154,165,221],"an":[155],"objective":[156],"function":[157],"management":[161],"cope":[164],"unstable":[166],"training":[167,179],"due":[168],"wide":[171],"service":[172],"area":[173],"multiple":[175],"requests,":[176],"centralized":[178],"is":[181],"adopted.":[182],"The":[183],"proposed":[184],"are":[191],"validated":[192],"through":[193],"actual":[194],"driving":[195],"tests":[196],"simulator,":[201],"respectively.":[202],"Additionally,":[203],"our":[204],"case":[205],"study":[206],"using":[207],"open":[208],"data":[209],"from":[210],"Washington":[211],"D.C.":[212],"demonstrates":[213],"profit":[215],"gain":[216],"up":[218],"68%":[220],"EcoRide.":[222]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
