{"id":"https://openalex.org/W4409763068","doi":"https://doi.org/10.1115/1.4068525","title":"Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model","display_name":"Demand Estimation for Evolving Products Considering Network Effects: A Networked Affinity Dynamics Model","publication_year":2025,"publication_date":"2025-04-24","ids":{"openalex":"https://openalex.org/W4409763068","doi":"https://doi.org/10.1115/1.4068525"},"language":"en","primary_location":{"id":"doi:10.1115/1.4068525","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4068525","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","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/A5068996118","display_name":"Ian Walter","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Walter","raw_affiliation_strings":["Purdue University Elmore Family School of Electrical and Computer Engineering, , , \u00a0","585 Purdue Mall West Lafayette, IN 47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University Elmore Family School of Electrical and Computer Engineering, , , \u00a0","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"585 Purdue Mall West Lafayette, IN 47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085597072","display_name":"Philip E. Par\u00e9","orcid":"https://orcid.org/0000-0002-4095-7320"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip E. Par\u00e9","raw_affiliation_strings":["Purdue University Elmore Family School of Electrical, and Computer Engineering, , , \u00a0","585 Purdue Mall West Lafayette, IN 47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University Elmore Family School of Electrical, and Computer Engineering, , , \u00a0","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"585 Purdue Mall West Lafayette, IN 47907","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036201536","display_name":"Jitesh H. Panchal","orcid":"https://orcid.org/0000-0003-4873-3089"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jitesh H. Panchal","raw_affiliation_strings":["Purdue University School of Mechanical Engineering, , , \u00a0","School of Mechanical Engineering West Lafayette, IN 47907"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University School of Mechanical Engineering, , , \u00a0","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"School of Mechanical Engineering West Lafayette, IN 47907","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08792522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9847999811172485,"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"}},"topics":[{"id":"https://openalex.org/T12659","display_name":"Innovation Diffusion and Forecasting","score":0.9847999811172485,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9240000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5088462829589844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4885464608669281},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.47137558460235596},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.4146229326725006},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36908143758773804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3419961631298065},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3239066004753113},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.28079161047935486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2062542736530304}],"concepts":[{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5088462829589844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4885464608669281},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.47137558460235596},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.4146229326725006},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36908143758773804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3419961631298065},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3239066004753113},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.28079161047935486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2062542736530304},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4068525","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4068525","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1970035964","https://openalex.org/W1985704971","https://openalex.org/W1993679986","https://openalex.org/W1998226015","https://openalex.org/W2001498147","https://openalex.org/W2019444096","https://openalex.org/W2020721888","https://openalex.org/W2026030034","https://openalex.org/W2026619433","https://openalex.org/W2026793412","https://openalex.org/W2052278540","https://openalex.org/W2155529731","https://openalex.org/W2282564579","https://openalex.org/W2579021554","https://openalex.org/W2768730680","https://openalex.org/W2949521710","https://openalex.org/W2996039144","https://openalex.org/W3092037625","https://openalex.org/W3170577508","https://openalex.org/W4281676795","https://openalex.org/W4292157289","https://openalex.org/W4390483397","https://openalex.org/W4396732991","https://openalex.org/W6735855921"],"related_works":["https://openalex.org/W4211139642","https://openalex.org/W2181721856","https://openalex.org/W2381418473","https://openalex.org/W2025879371","https://openalex.org/W2032986081","https://openalex.org/W4403119242","https://openalex.org/W1502305485","https://openalex.org/W826886275","https://openalex.org/W326831310","https://openalex.org/W2227085772"],"abstract_inverted_index":{"Abstract":[0],"As":[1],"the":[2,15,35,42,50,74,84,90,99,112,132],"digital":[3],"marketplace":[4],"continues":[5],"to":[6,32,96],"evolve":[7],"with":[8],"rapid":[9],"changes":[10],"in":[11],"consumer":[12,80],"preferences":[13],"and":[14,41,102,135],"frequent":[16],"introduction":[17],"of":[18,38,46,52,76,86,137],"product":[19,39],"updates,":[20],"traditional":[21],"models":[22,30],"for":[23,34],"estimating":[24],"demand":[25,64,92,104],"are":[26,105],"often":[27],"unsuitable.":[28],"These":[29],"fail":[31],"account":[33],"dynamic":[36],"nature":[37],"development":[40],"complex":[43],"decision-making":[44,100],"processes":[45],"consumers,":[47],"particularly":[48],"under":[49],"influence":[51,85,139],"social":[53,87,108,138],"networks.":[54],"To":[55],"address":[56],"this":[57,59],"gap,":[58],"study":[60],"presents":[61],"a":[62],"networked":[63,113],"model":[65,114],"based":[66],"on":[67,73,79],"decision":[68],"field":[69],"theory":[70],"(DFT),":[71],"focusing":[72],"impact":[75,140],"network":[77,133],"effects":[78],"behavior.":[81],"By":[82],"incorporating":[83],"networks":[88],"into":[89,130],"DFT-based":[91],"model,":[93],"we":[94,127],"aim":[95],"capture":[97],"how":[98,131],"process":[101],"subsequent":[103],"shaped":[106],"by":[107],"interactions.":[109],"We":[110],"validate":[111],"using":[115],"real-world":[116],"data":[117],"from":[118],"competing":[119],"software":[120],"products,":[121],"demonstrating":[122],"its":[123],"practical":[124],"applicability.":[125],"Furthermore,":[126],"provide":[128],"insight":[129],"structure":[134],"strength":[136],"demand.":[141]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}