{"id":"https://openalex.org/W4320024337","doi":"https://doi.org/10.1109/bigdata55660.2022.10021044","title":"Residual value prediction using deep learning","display_name":"Residual value prediction using deep learning","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4320024337","doi":"https://doi.org/10.1109/bigdata55660.2022.10021044"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10021044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10021044","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"2022 IEEE International Conference on Big Data (Big Data)","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/A5012682098","display_name":"Edvin Listo Zec","orcid":"https://orcid.org/0000-0001-7856-113X"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Edvin Listo Zec","raw_affiliation_strings":["RISE Research Institutes of Sweden"],"affiliations":[{"raw_affiliation_string":"RISE Research Institutes of Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076873402","display_name":"Olof Mogren","orcid":"https://orcid.org/0000-0002-9567-2218"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Olof Mogren","raw_affiliation_strings":["RISE Research Institutes of Sweden"],"affiliations":[{"raw_affiliation_string":"RISE Research Institutes of Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046783934","display_name":"Ann\u2010Charlotte Mellquist","orcid":"https://orcid.org/0000-0002-3462-5987"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ann-Charlotte Mellquist","raw_affiliation_strings":["RISE Research Institutes of Sweden"],"affiliations":[{"raw_affiliation_string":"RISE Research Institutes of Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075467104","display_name":"Sarah Fallahi","orcid":null},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Sarah Fallahi","raw_affiliation_strings":["RISE Research Institutes of Sweden"],"affiliations":[{"raw_affiliation_string":"RISE Research Institutes of Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006152168","display_name":"Peter Algur\u00e9n","orcid":null},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Peter Alguren","raw_affiliation_strings":["RISE Research Institutes of Sweden"],"affiliations":[{"raw_affiliation_string":"RISE Research Institutes of Sweden","institution_ids":["https://openalex.org/I2800664555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012682098"],"corresponding_institution_ids":["https://openalex.org/I2800664555"],"apc_list":null,"apc_paid":null,"fwci":0.8819,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74636872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"4560","last_page":"4567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10880","display_name":"Environmental Sustainability in Business","score":0.9298999905586243,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/circular-economy","display_name":"Circular economy","score":0.8238193988800049},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.642876386642456},{"id":"https://openalex.org/keywords/cash-flow","display_name":"Cash flow","score":0.5634931325912476},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5301752090454102},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5250113606452942},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4927394688129425},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.464239239692688},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4117050766944885},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.38286855816841125},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2573239803314209},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.20602691173553467},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1714453399181366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13547322154045105},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.1117134690284729},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10450559854507446}],"concepts":[{"id":"https://openalex.org/C2777448596","wikidata":"https://www.wikidata.org/wiki/Q497743","display_name":"Circular economy","level":2,"score":0.8238193988800049},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.642876386642456},{"id":"https://openalex.org/C163428354","wikidata":"https://www.wikidata.org/wiki/Q1047513","display_name":"Cash flow","level":2,"score":0.5634931325912476},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5301752090454102},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5250113606452942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4927394688129425},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.464239239692688},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4117050766944885},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.38286855816841125},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2573239803314209},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.20602691173553467},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1714453399181366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13547322154045105},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1117134690284729},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10450559854507446},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10021044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10021044","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","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":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W110047713","https://openalex.org/W1732240353","https://openalex.org/W1850480604","https://openalex.org/W1991536323","https://openalex.org/W2462718090","https://openalex.org/W2554300231","https://openalex.org/W2747471830","https://openalex.org/W2799571143","https://openalex.org/W2883214676","https://openalex.org/W2922027436","https://openalex.org/W2947166540","https://openalex.org/W2989100150","https://openalex.org/W2997360070","https://openalex.org/W3009603179","https://openalex.org/W3016024765","https://openalex.org/W3026325444","https://openalex.org/W3043058814","https://openalex.org/W3086149193","https://openalex.org/W3124339442","https://openalex.org/W3130226006","https://openalex.org/W3132207586","https://openalex.org/W3134388662","https://openalex.org/W3148451833","https://openalex.org/W3152705401","https://openalex.org/W3166396011","https://openalex.org/W3198416367","https://openalex.org/W3198600513","https://openalex.org/W4206775224","https://openalex.org/W4243974990","https://openalex.org/W4283577513","https://openalex.org/W6604464750","https://openalex.org/W6617145748","https://openalex.org/W6778515977","https://openalex.org/W6791353385","https://openalex.org/W6798442058"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W4235131201","https://openalex.org/W4381185648"],"abstract_inverted_index":{"Great":[0],"environmental":[1,44],"problems":[2],"are":[3,172],"facing":[4],"us":[5],"at":[6],"an":[7],"unprecedented":[8],"level.One":[9],"way":[10],"of":[11,59,76,92,119,131,135,147,150,162,197,221,230],"approaching":[12],"these":[13],"global":[14],"challenges":[15],"is":[16,190,210],"by":[17,127],"transitioning":[18,61],"from":[19,62,179,237],"a":[20,24,28,74,90,104,180,235,238,241],"linear":[21,63,116,239],"economy":[22],"to":[23,66,73,85,103,115,144,192,217,225,240],"circular":[25,29,67,152,231,242],"one.":[26],"In":[27,156],"economy,":[30],"product":[31,80],"and":[32,52,54,174,206,224],"material":[33],"flows":[34],"become":[35],"circular,":[36],"which":[37],"can":[38,47,138],"significantly":[39],"improve":[40],"resource":[41],"efficiency":[42],"for":[43,79],"sustainability.":[45],"This":[46,101,137],"help":[48,226],"with":[49],"minimizing":[50],"waste":[51],"pollution":[53],"aid":[55],"in":[56,89,110,234],"the":[57,111,129,132,140,148,160,194,201,219,228],"regeneration":[58],"nature.Meanwhile,":[60],"business":[64,68,153],"models":[65,69,154,171],"(CBMs)":[70],"often":[71],"leads":[72,102],"number":[75],"financial":[77],"risks":[78],"companies,":[81],"since":[82],"they":[83],"need":[84],"secure":[86],"more":[87,106],"capital":[88],"stock":[91],"products":[93],"that":[94,187,211],"will":[95,214],"be":[96,145,215],"rented":[97],"out":[98],"over":[99],"time.":[100],"slower,":[105],"volatile":[107],"cash":[108],"flow":[109],"short":[112],"term":[113],"compared":[114],"direct":[117],"sales":[118],"products.In":[120],"this":[121,125,212],"work,":[122],"we":[123,158],"address":[124],"problem":[126],"reducing":[128],"uncertainty":[130],"future":[133],"value":[134,196,220,229],"products.":[136],"increase":[139],"willingness":[141],"among":[142],"financiers":[143],"part":[146],"development":[149],"new":[151],"(CBMs).":[155],"particular,":[157],"study":[159],"predictability":[161],"online":[163,182],"auction":[164,183],"end":[165],"prices":[166],"using":[167,203],"machine":[168],"learning.":[169],"The":[170],"trained":[173],"evaluated":[175],"on":[176,200],"data":[177],"collected":[178],"Swedish":[181],"site.Our":[184],"results":[185],"show":[186],"deep":[188],"learning":[189],"able":[191],"model":[193],"residual":[195],"second-hand":[198,222],"items":[199],"market":[202],"user-uploaded":[204],"text":[205],"images.":[207],"Our":[208],"hypothesis":[209],"technique":[213],"useful":[216],"estimate":[218,227],"inventories":[223],"businesses,":[232],"aiding":[233],"transition":[236],"economy.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}