{"id":"https://openalex.org/W2807033202","doi":"https://doi.org/10.1109/syscon.2018.8369565","title":"Two-dimensional Pareto frontier forecasting for technology planning and roadmapping","display_name":"Two-dimensional Pareto frontier forecasting for technology planning and roadmapping","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2807033202","doi":"https://doi.org/10.1109/syscon.2018.8369565","mag":"2807033202"},"language":"en","primary_location":{"id":"doi:10.1109/syscon.2018.8369565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon.2018.8369565","pdf_url":null,"source":{"id":"https://openalex.org/S4306498283","display_name":"2018 Annual IEEE International Systems Conference (SysCon)","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":"2018 Annual IEEE International Systems Conference (SysCon)","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":null,"display_name":"Ilya Yuskevich","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Ilya Yuskevich","raw_affiliation_strings":["Skoltech Space Center, Skolkovo Institute of Science and Technology, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Skoltech Space Center, Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080663741","display_name":"Rob Vingerhoeds","orcid":"https://orcid.org/0000-0002-2339-4853"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rob Vingerhoeds","raw_affiliation_strings":["Dept. Engineering Complex Systems, University of Toulouse, Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Dept. Engineering Complex Systems, University of Toulouse, Toulouse, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090206846","display_name":"Alessandro Golkar","orcid":"https://orcid.org/0000-0001-5993-2994"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alessandro Golkar","raw_affiliation_strings":["Skoltech Space Center, Skolkovo Institute of Science and Technology, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Skoltech Space Center, Skolkovo Institute of Science and Technology, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":null,"apc_paid":null,"fwci":1.3984,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77011494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10856","display_name":"Intellectual Property and Patents","score":0.5817000269889832,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T10856","display_name":"Intellectual Property and Patents","score":0.5817000269889832,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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":0.2443999946117401,"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"}},{"id":"https://openalex.org/T11976","display_name":"Capital Investment and Risk Analysis","score":0.011099999770522118,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/frontier","display_name":"Frontier","score":0.7802047729492188},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.7671903371810913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5912413597106934},{"id":"https://openalex.org/keywords/technology-forecasting","display_name":"Technology forecasting","score":0.5841124653816223},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3716444969177246},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3430100679397583},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33736106753349304},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29746878147125244},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.24395698308944702},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2039000391960144},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.14761969447135925},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.059126973152160645}],"concepts":[{"id":"https://openalex.org/C2778571376","wikidata":"https://www.wikidata.org/wiki/Q1355821","display_name":"Frontier","level":2,"score":0.7802047729492188},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.7671903371810913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5912413597106934},{"id":"https://openalex.org/C161657586","wikidata":"https://www.wikidata.org/wiki/Q1203326","display_name":"Technology forecasting","level":2,"score":0.5841124653816223},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3716444969177246},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3430100679397583},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33736106753349304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29746878147125244},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24395698308944702},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2039000391960144},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.14761969447135925},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.059126973152160645},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/syscon.2018.8369565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/syscon.2018.8369565","pdf_url":null,"source":{"id":"https://openalex.org/S4306498283","display_name":"2018 Annual IEEE International Systems Conference (SysCon)","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":"2018 Annual IEEE International Systems Conference (SysCon)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1993567457","https://openalex.org/W2015165061","https://openalex.org/W2069514031","https://openalex.org/W2097746659","https://openalex.org/W2100140533","https://openalex.org/W2105421756","https://openalex.org/W2112004373","https://openalex.org/W2162180338","https://openalex.org/W4297982464","https://openalex.org/W6632297840","https://openalex.org/W6677732853","https://openalex.org/W6744927379"],"related_works":["https://openalex.org/W4226099950","https://openalex.org/W2347401120","https://openalex.org/W2041961361","https://openalex.org/W2310010941","https://openalex.org/W579144800","https://openalex.org/W2334292868","https://openalex.org/W3199430700","https://openalex.org/W2046798653","https://openalex.org/W2069525434","https://openalex.org/W1980315080"],"abstract_inverted_index":{"Technology":[0],"evolution":[1],"forecasting":[2,57],"based":[3,58],"on":[4,25,59,82],"historical":[5],"data":[6],"processing":[7],"is":[8,94],"a":[9,53,97,121],"useful":[10],"tool":[11,79],"for":[12,55],"quantitative":[13],"analysis":[14],"in":[15,68,89],"technology":[16,56],"planning":[17],"and":[18,36,48,65,113],"roadmapping.":[19],"While":[20],"previous":[21],"efforts":[22],"focused":[23],"mainly":[24],"one-dimensional":[26],"forecasting,":[27],"real":[28],"technical":[29],"systems":[30],"require":[31],"the":[32,42,83,86,101,108,111,114,117],"evaluation":[33],"of":[34,39,70,76,85,110,116],"multiple":[35,66],"conflicting":[37,74],"figures":[38,75],"merit":[40],"at":[41,71],"same":[43],"time,":[44],"such":[45],"as":[46],"cost":[47],"performance.":[49],"This":[50],"paper":[51,105],"presents":[52],"methodology":[54,93,112],"Pareto":[60],"(efficient)":[61],"frontier":[62],"estimation":[63,115],"algorithms":[64],"regressions":[67],"presence":[69],"least":[72],"two":[73],"merits.":[77],"A":[78],"was":[80],"developed":[81],"basis":[84],"approach":[87],"presented":[88],"this":[90],"paper.":[91],"The":[92,104],"illustrated":[95],"with":[96],"case":[98],"study":[99],"from":[100],"automotive":[102],"industry.":[103],"also":[106],"shows":[107],"validation":[109],"forecast":[118],"accuracy":[119],"adopting":[120],"backward":[122],"testing":[123],"procedure.":[124]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}
