{"id":"https://openalex.org/W4392096191","doi":"https://doi.org/10.3233/jifs-233038","title":"Business investment decision-making based on mathematical model and risk analysis","display_name":"Business investment decision-making based on mathematical model and risk analysis","publication_year":2024,"publication_date":"2024-02-23","ids":{"openalex":"https://openalex.org/W4392096191","doi":"https://doi.org/10.3233/jifs-233038"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-233038","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-233038","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/A5093225840","display_name":"Ruijuan Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I169572211","display_name":"Northeast Agricultural University","ror":"https://ror.org/0515nd386","country_code":"CN","type":"education","lineage":["https://openalex.org/I169572211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijuan Qi","raw_affiliation_strings":["School of Economics and Management, Northeast Agricultural University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Northeast Agricultural University, Harbin, China","institution_ids":["https://openalex.org/I169572211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353285","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0002-7033-9478"},"institutions":[{"id":"https://openalex.org/I169572211","display_name":"Northeast Agricultural University","ror":"https://ror.org/0515nd386","country_code":"CN","type":"education","lineage":["https://openalex.org/I169572211"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Liu","raw_affiliation_strings":["School of Economics and Management, Northeast Agricultural University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Northeast Agricultural University, Harbin, China","institution_ids":["https://openalex.org/I169572211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102803072","display_name":"Qiwen Zhang","orcid":"https://orcid.org/0009-0007-5663-5442"},"institutions":[{"id":"https://openalex.org/I169572211","display_name":"Northeast Agricultural University","ror":"https://ror.org/0515nd386","country_code":"CN","type":"education","lineage":["https://openalex.org/I169572211"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiwen Zhang","raw_affiliation_strings":["School of Economics and Management, Northeast Agricultural University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Northeast Agricultural University, Harbin, China","institution_ids":["https://openalex.org/I169572211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101308521","display_name":"Lingzi Gu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lingzi Gu","raw_affiliation_strings":["School of Economics and Management, Hanzhong Vocational and Technical College, Hanzhong, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Hanzhong Vocational and Technical College, Hanzhong, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100353285"],"corresponding_institution_ids":["https://openalex.org/I169572211"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01592158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"46","issue":"3","first_page":"5677","last_page":"5693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9409000277519226,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9409000277519226,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.9379000067710876,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/investment","display_name":"Investment (military)","score":0.6363992094993591},{"id":"https://openalex.org/keywords/financial-risk","display_name":"Financial risk","score":0.555176854133606},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.5497605204582214},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.4572545886039734},{"id":"https://openalex.org/keywords/business-risks","display_name":"Business risks","score":0.4562971591949463},{"id":"https://openalex.org/keywords/market-risk","display_name":"Market risk","score":0.4433111548423767},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.42922890186309814},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3919037878513336},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.38750654458999634},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3660624623298645},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2538434863090515},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.20879361033439636}],"concepts":[{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.6363992094993591},{"id":"https://openalex.org/C76073288","wikidata":"https://www.wikidata.org/wiki/Q1337875","display_name":"Financial risk","level":2,"score":0.555176854133606},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.5497605204582214},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.4572545886039734},{"id":"https://openalex.org/C9272383","wikidata":"https://www.wikidata.org/wiki/Q5001930","display_name":"Business risks","level":2,"score":0.4562971591949463},{"id":"https://openalex.org/C73858035","wikidata":"https://www.wikidata.org/wiki/Q1164550","display_name":"Market risk","level":2,"score":0.4433111548423767},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.42922890186309814},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3919037878513336},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.38750654458999634},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3660624623298645},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2538434863090515},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.20879361033439636},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-233038","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-233038","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":26,"referenced_works":["https://openalex.org/W2890876513","https://openalex.org/W2963301750","https://openalex.org/W3017234189","https://openalex.org/W3032451792","https://openalex.org/W3036004295","https://openalex.org/W3042292218","https://openalex.org/W3044399918","https://openalex.org/W3113668464","https://openalex.org/W3159572027","https://openalex.org/W3168857501","https://openalex.org/W3200498745","https://openalex.org/W4210673211","https://openalex.org/W4220835125","https://openalex.org/W4225404383","https://openalex.org/W4288032423","https://openalex.org/W4289823479","https://openalex.org/W4295337681","https://openalex.org/W4297181203","https://openalex.org/W4297969016","https://openalex.org/W4298009259","https://openalex.org/W4302024095","https://openalex.org/W4303985896","https://openalex.org/W4312771015","https://openalex.org/W4313305330","https://openalex.org/W4316096749","https://openalex.org/W4318477395"],"related_works":["https://openalex.org/W2789902793","https://openalex.org/W3169982168","https://openalex.org/W2424044128","https://openalex.org/W3118908200","https://openalex.org/W2901600711","https://openalex.org/W2364259886","https://openalex.org/W4289782142","https://openalex.org/W2884524961","https://openalex.org/W2358101358","https://openalex.org/W3180686740"],"abstract_inverted_index":{"Business":[0],"investments":[1],"are":[2,21],"prone":[3],"to":[4,101,103],"market":[5,78,173],"risks,":[6],"so":[7],"pre-analysis":[8],"is":[9,83,99,126,154,175,190],"mandatory.":[10],"The":[11,63,80,97,128,156,171],"type":[12],"of":[13,116],"risk,":[14],"its":[15],"period,":[16],"sustainability,":[17],"and":[18,28,42,72,93,118,134,140,168,195],"economic":[19,105],"impact":[20],"the":[22,44,69,76,87,114,120,132,148,151,161,183,187],"analyzable":[23],"features":[24,136],"for":[25,38,56,85,150,177],"preventing":[26,178],"loss":[27],"downfall.":[29],"In":[30,113],"recent":[31],"years,":[32],"mathematical":[33,121],"models":[34],"have":[35],"been":[36],"used":[37],"representing":[39],"business":[40,61],"cycles":[41],"analyzing":[43],"impacting":[45],"risks.":[46],"This":[47],"article":[48],"introduces":[49],"a":[50,109],"Decisive":[51],"Risk":[52],"Analytical":[53],"Model":[54],"(DRAM)":[55],"identifying":[57,86,193],"spur":[58],"defects":[59],"in":[60,159,192],"investments.":[62],"proposed":[64,188],"risk":[65,81,149],"analytical":[66],"model":[67,82,98,169,189],"exploits":[68],"investments,":[70],"returns,":[71],"influencing":[73,88],"factors":[74,89],"over":[75],"various":[77,91],"periods.":[79,96],"tuned":[84,100],"across":[90],"small":[92],"large":[94],"investment":[95,153,163,198],"adapt":[102],"different":[104],"periods":[106],"split":[107],"into":[108],"single":[110],"financial":[111],"year.":[112],"process":[115],"tuning":[117],"training":[119,184],"analysis":[122],"model,":[123],"deep":[124],"learning":[125,129],"used.":[127],"paradigm":[130],"trains":[131],"risks":[133,167,194],"modifying":[135],"from":[137],"expert":[138],"opinion":[139],"previous":[141],"predictions.":[142],"Based":[143],"on":[144],"these":[145],"three":[146],"factors,":[147],"current":[152],"forecasted.":[155],"forecast":[157],"aids":[158],"improving":[160],"new":[162],"feasibilities":[164],"with":[165],"minimal":[166],"modifications.":[170],"frequent":[172],"status":[174],"identified":[176],"unnecessary":[179],"risk-oriented":[180],"forecasts":[181],"using":[182],"performed.":[185],"Therefore,":[186],"reliable":[191],"providing":[196],"better":[197],"recommendations.":[199]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}