{"id":"https://openalex.org/W4394841740","doi":"https://doi.org/10.1109/tem.2024.3388578","title":"A Predictive Method for Weak Signal Evolution During New Product Development Based on an Improved Matter-Element Extension Model","display_name":"A Predictive Method for Weak Signal Evolution During New Product Development Based on an Improved Matter-Element Extension Model","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394841740","doi":"https://doi.org/10.1109/tem.2024.3388578"},"language":"en","primary_location":{"id":"doi:10.1109/tem.2024.3388578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2024.3388578","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-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/A5012396112","display_name":"Dongyuan Zhao","orcid":"https://orcid.org/0000-0001-9332-5960"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongyuan Zhao","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0000-0001-9332-5960","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070526795","display_name":"Zhongjun Tang","orcid":"https://orcid.org/0000-0002-0300-6198"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongjun Tang","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0000-0002-0300-6198","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114429871","display_name":"Wang Jing","orcid":"https://orcid.org/0009-0004-4927-3760"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0009-0004-4927-3760","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086127321","display_name":"Zhongya Han","orcid":"https://orcid.org/0000-0001-5408-4754"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongya Han","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0000-0001-5408-4754","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102536796","display_name":"Fengxia Sun","orcid":"https://orcid.org/0009-0003-0757-8075"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengxia Sun","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0009-0003-0757-8075","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007391208","display_name":"Duokui He","orcid":"https://orcid.org/0000-0002-3914-3338"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Duokui He","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0000-0002-3914-3338","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115602583","display_name":"Qianqian Chen","orcid":"https://orcid.org/0009-0000-1319-8691"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Chen","raw_affiliation_strings":["School of Economics and Management, Beijing University of Technology, Beijing, China","School of Economics and Management, Beijing University of Technology, Chaoyang, China"],"raw_orcid":"https://orcid.org/0009-0000-1319-8691","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Economics and Management, Beijing University of Technology, Chaoyang, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012396112"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":1.4331,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76817873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"71","issue":null,"first_page":"8488","last_page":"8502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14262","display_name":"Extenics and Innovation Methods","score":0.9359999895095825,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T14262","display_name":"Extenics and Innovation Methods","score":0.9359999895095825,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/extension","display_name":"Extension (predicate logic)","score":0.5968449115753174},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5341552495956421},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.520650327205658},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.4433422386646271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4288161098957062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24440652132034302},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.080657958984375}],"concepts":[{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.5968449115753174},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5341552495956421},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.520650327205658},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.4433422386646271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4288161098957062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24440652132034302},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.080657958984375},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tem.2024.3388578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tem.2024.3388578","pdf_url":null,"source":{"id":"https://openalex.org/S154533451","display_name":"IEEE Transactions on Engineering Management","issn_l":"0018-9391","issn":["0018-9391","1558-0040"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Engineering Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4417177005","display_name":null,"funder_award_id":"71672004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W176752097","https://openalex.org/W1764745664","https://openalex.org/W1967024364","https://openalex.org/W1980164438","https://openalex.org/W1994251627","https://openalex.org/W2003264276","https://openalex.org/W2013764416","https://openalex.org/W2022326543","https://openalex.org/W2028821901","https://openalex.org/W2035141886","https://openalex.org/W2042267836","https://openalex.org/W2080287391","https://openalex.org/W2081815864","https://openalex.org/W2091295285","https://openalex.org/W2091983003","https://openalex.org/W2103104862","https://openalex.org/W2171328963","https://openalex.org/W2327618756","https://openalex.org/W2367558863","https://openalex.org/W2374114805","https://openalex.org/W2575837166","https://openalex.org/W2586719833","https://openalex.org/W2588322018","https://openalex.org/W2753963061","https://openalex.org/W2803818599","https://openalex.org/W2809631772","https://openalex.org/W2891508921","https://openalex.org/W2903067455","https://openalex.org/W2942730104","https://openalex.org/W2957649196","https://openalex.org/W2970563723","https://openalex.org/W2977054086","https://openalex.org/W2979811778","https://openalex.org/W2984618057","https://openalex.org/W2984976789","https://openalex.org/W2989078203","https://openalex.org/W2991237542","https://openalex.org/W3010967647","https://openalex.org/W3011772168","https://openalex.org/W3025114004","https://openalex.org/W3046976490","https://openalex.org/W3101245099","https://openalex.org/W3101650843","https://openalex.org/W3108802118","https://openalex.org/W3121177648","https://openalex.org/W3121972596","https://openalex.org/W3125178354","https://openalex.org/W3128225720","https://openalex.org/W3170149246","https://openalex.org/W3215571763","https://openalex.org/W3216183545","https://openalex.org/W4220786967","https://openalex.org/W4224937825","https://openalex.org/W4247573850","https://openalex.org/W4282941783","https://openalex.org/W4296124803","https://openalex.org/W4307042082","https://openalex.org/W4308297793","https://openalex.org/W4319337763","https://openalex.org/W4367320333","https://openalex.org/W4386735775","https://openalex.org/W6607148583"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2075768550","https://openalex.org/W3022218857","https://openalex.org/W2369178846","https://openalex.org/W2390279801","https://openalex.org/W2370289839","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"New":[0],"product":[1,194,204],"development":[2,29,195],"process":[3,191],"is":[4,73,101,116,164],"complex,":[5],"involving":[6],"many":[7],"decisions":[8],"that":[9,151],"based":[10],"on":[11,62,118],"incomplete":[12],"and":[13,45,87,92,109,161,198,218],"unrepresentative":[14,47],"weak":[15,35,42,48,53,111,140],"signal":[16,36,43,49,54,112,141],"information.":[17,50],"In":[18],"this":[19,147,156,207],"case,":[20],"cognitive":[21,187],"bias":[22,188],"will":[23],"affect":[24],"decision-making":[25],"significantly,":[26],"leading":[27],"to":[28,40,75,103,134,185],"failure.":[30],"Therefore,":[31],"we":[32],"propose":[33],"a":[34,182,214,219],"evolution":[37,55,106,113,142],"prediction":[38,56,79,114,143],"method":[39,57,115,144,153],"enrich":[41],"information":[44],"exclude":[46],"Specifically,":[51],"the":[52,63,69,98,105,119,136,139,152,176,190],"contains":[58],"three":[59],"parts.":[60],"Firstly,":[61],"basis":[64],"of":[65,121,138,192],"matter-element":[66,123],"extension":[67,124,179],"model,":[68,180],"system":[70],"diagram":[71],"approach":[72,184],"used":[74],"construct":[76],"evolutionary":[77,83],"three-process":[78],"index":[80],"system.":[81],"Secondly,":[82],"matter":[84,177],"elements,":[85],"classical":[86],"joint":[88],"domains,":[89],"correlation":[90],"functions,":[91],"weight":[93],"coefficients":[94],"are":[95],"determined.":[96],"Finally,":[97],"discriminant":[99],"criterion":[100],"improved":[102,122],"divide":[104],"evaluation":[107],"stage,":[108],"then":[110],"constructed":[117],"foundation":[120],"model.":[125],"We":[126],"take":[127],"perovskite":[128],"photovoltaic":[129],"cells":[130],"as":[131,213],"an":[132],"example":[133],"verify":[135],"performance":[137],"proposed":[145,154],"in":[146,155,166,189],"paper.":[148],"Results":[149],"showed":[150],"paper":[157],"has":[158,210],"higher":[159],"accuracy":[160],"applicability,":[162],"which":[163],"more":[165],"line":[167],"with":[168],"practical":[169],"situations.":[170],"The":[171],"research":[172,216],"results":[173],"further":[174],"expand":[175],"element":[178],"providing":[181],"new":[183,193,200,203],"reduce":[186],"for":[196,202],"enterprises,":[197],"offering":[199],"insights":[201],"development.":[205],"Meanwhile,":[206],"study":[208],"also":[209],"shortcomings":[211],"such":[212],"limited":[215],"perspective":[217],"single":[220],"case":[221],"selection.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
