{"id":"https://openalex.org/W2949252314","doi":"https://doi.org/10.3233/jifs-179251","title":"An emerging online business decision making architecture in a dynamic economic environment","display_name":"An emerging online business decision making architecture in a dynamic economic environment","publication_year":2019,"publication_date":"2019-06-13","ids":{"openalex":"https://openalex.org/W2949252314","doi":"https://doi.org/10.3233/jifs-179251","mag":"2949252314"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179251","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179251","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","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/A5030817948","display_name":"Sin\u2010Jin Lin","orcid":"https://orcid.org/0000-0002-2943-0632"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sin-Jin Lin","raw_affiliation_strings":["Department of Accounting, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Accounting, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I205612303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103056510","display_name":"Te-Min Chang","orcid":"https://orcid.org/0000-0002-7373-8175"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Te-Min Chang","raw_affiliation_strings":["Department of Information Management, National Sun Yat-Sen University, Kaohsiung, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Sun Yat-Sen University, Kaohsiung, Taiwan, R.O.C","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102891996","display_name":"Ming-Fu Hsu","orcid":"https://orcid.org/0000-0003-4843-5313"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ming-Fu Hsu","raw_affiliation_strings":["English Program of Global Business, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"English Program of Global Business, Chinese Culture University, Yang-Ming-Shan, Taipei, Taiwan, R.O.C","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I205612303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102891996"],"corresponding_institution_ids":["https://openalex.org/I148366613","https://openalex.org/I205612303"],"apc_list":null,"apc_paid":null,"fwci":1.4404,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83438877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"37","issue":"2","first_page":"1893","last_page":"1903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9944999814033508,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9944999814033508,"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/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.7872751951217651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7148069143295288},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.6389961242675781},{"id":"https://openalex.org/keywords/data-architecture","display_name":"Data architecture","score":0.4885317087173462},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4831044673919678},{"id":"https://openalex.org/keywords/business-architecture","display_name":"Business architecture","score":0.4150731861591339},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4127943515777588},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.339286744594574},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3202798366546631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3141466975212097},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"Reference architecture","score":0.24947062134742737},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.19327953457832336},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1900729537010193},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.15384629368782043},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.14708185195922852},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.14220300316810608},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09797421097755432},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09701025485992432}],"concepts":[{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7872751951217651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7148069143295288},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.6389961242675781},{"id":"https://openalex.org/C94070970","wikidata":"https://www.wikidata.org/wiki/Q638422","display_name":"Data architecture","level":5,"score":0.4885317087173462},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4831044673919678},{"id":"https://openalex.org/C94184115","wikidata":"https://www.wikidata.org/wiki/Q3643219","display_name":"Business architecture","level":4,"score":0.4150731861591339},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4127943515777588},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.339286744594574},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3202798366546631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3141466975212097},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.24947062134742737},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.19327953457832336},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1900729537010193},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.15384629368782043},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.14708185195922852},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.14220300316810608},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09797421097755432},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09701025485992432},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179251","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179251","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W636917482","https://openalex.org/W649301306","https://openalex.org/W1565746575","https://openalex.org/W1965118331","https://openalex.org/W1988971698","https://openalex.org/W1990368529","https://openalex.org/W2007871702","https://openalex.org/W2036034638","https://openalex.org/W2047649690","https://openalex.org/W2048801439","https://openalex.org/W2050287928","https://openalex.org/W2068680128","https://openalex.org/W2076452041","https://openalex.org/W2079492342","https://openalex.org/W2084368039","https://openalex.org/W2089147429","https://openalex.org/W2103460453","https://openalex.org/W2113076747","https://openalex.org/W2118364376","https://openalex.org/W2124532504","https://openalex.org/W2134090438","https://openalex.org/W2140956952","https://openalex.org/W2143317258","https://openalex.org/W2154053567","https://openalex.org/W2161625377","https://openalex.org/W2177443438","https://openalex.org/W2213890417","https://openalex.org/W2302018835","https://openalex.org/W2341983589","https://openalex.org/W2344019040","https://openalex.org/W2395589879","https://openalex.org/W2507677290","https://openalex.org/W2529668197","https://openalex.org/W2593327789","https://openalex.org/W2597525434","https://openalex.org/W2735685827","https://openalex.org/W2744170676","https://openalex.org/W2763818624","https://openalex.org/W2789583979","https://openalex.org/W2809815267","https://openalex.org/W2810756242","https://openalex.org/W2813118941","https://openalex.org/W2890607809","https://openalex.org/W2913508955","https://openalex.org/W3122454478","https://openalex.org/W3123427206","https://openalex.org/W4242567999"],"related_works":["https://openalex.org/W2056166665","https://openalex.org/W2378960767","https://openalex.org/W3162347368","https://openalex.org/W2989696809","https://openalex.org/W575594488","https://openalex.org/W2911540590","https://openalex.org/W3159090316","https://openalex.org/W2999511901","https://openalex.org/W2996847375","https://openalex.org/W2220480034"],"abstract_inverted_index":{"It":[0],"is":[1,103,126,192],"widely":[2],"acknowledged":[3],"that":[4,8],"a":[5,52,56,63,73,81,91,123,155,193],"corporate\u2019s":[6,74],"profitability":[7],"decreases":[9],"dramatically":[10],"not":[11],"only":[12],"threatens":[13],"both":[14],"potential":[15],"and":[16,115,146],"current":[17],"investors,":[18],"but":[19],"also":[20,47],"can":[21,67,162],"freeze":[22],"stock":[23],"market":[24],"transactions":[25],"as":[26,28,51,178,180],"well":[27,179],"deteriorate":[29],"the":[30,86,139,143,148,172,176],"flow":[31],"of":[32,90,142,175],"economic":[33],"resources.":[34],"However,":[35],"far":[36],"too":[37],"little":[38],"attention":[39],"has":[40,48],"been":[41,49],"paid":[42],"to":[43,71,151],"this":[44,61,78,136],"issue,":[45],"which":[46,169],"deemed":[50],"main":[53],"trigger":[54],"for":[55,84,128,196],"financial":[57,197],"crisis.":[58],"To":[59],"confront":[60],"problem,":[62],"decision":[64,160],"support":[65,117],"system":[66],"be":[68,163],"built":[69],"up":[70],"evaluate":[72],"operating":[75,88],"performance.":[76],"Thus,":[77],"study":[79,137],"introduces":[80],"novel":[82],"architecture":[83,102,125,145,177],"forecasting":[85],"online":[87],"performance":[89,198],"firm":[92],"when":[93],"entering":[94],"data":[95,107],"at":[96],"different":[97],"time":[98],"intervals.":[99],"The":[100,159],"introduced":[101,144],"grounded":[104],"on":[105],"multiple":[106],"envelopment":[108],"analysis":[109],"specifications,":[110],"dynamic":[111],"fuzzy":[112],"c-means":[113],"(DFCM),":[114],"extreme":[116],"vector":[118],"machine":[119],"(ESVM).":[120],"Because":[121],"obtaining":[122],"comprehensible":[124],"essential":[127],"achieving":[129],"high":[130],"accuracy":[131],"in":[132,154],"today\u2019s":[133],"knowledge-based":[134],"economy,":[135],"advances":[138],"opaque":[140],"nature":[141],"extracts":[147],"inherent":[149],"knowledge":[150],"represent":[152],"it":[153],"transparent,":[156],"human-readable":[157],"format.":[158],"logics":[161],"judged":[164],"or":[165],"examined":[166],"by":[167,189],"users,":[168],"will":[170],"increase":[171],"acceptance":[173],"rate":[174],"enhance":[181],"its":[182],"practical":[183],"application.":[184],"Our":[185],"built-up":[186],"architecture,":[187],"tested":[188],"real":[190],"cases,":[191],"promising":[194],"alternative":[195],"forecasting.":[199]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}