{"id":"https://openalex.org/W4407364511","doi":"https://doi.org/10.1177/14727978251319399","title":"Application of decision tree classification algorithm for financial management and risk early warning in universities","display_name":"Application of decision tree classification algorithm for financial management and risk early warning in universities","publication_year":2025,"publication_date":"2025-02-11","ids":{"openalex":"https://openalex.org/W4407364511","doi":"https://doi.org/10.1177/14727978251319399"},"language":"en","primary_location":{"id":"doi:10.1177/14727978251319399","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251319399","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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 Computational Methods in Sciences and 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/A5077363768","display_name":"Tiantian Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I236156700","display_name":"ZhengZhou Shengda University Of Economics, Business & Management","ror":"https://ror.org/0415fce48","country_code":"CN","type":"education","lineage":["https://openalex.org/I236156700"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tiantian Xia","raw_affiliation_strings":["Department of Accounting, Zhengzhou Shengda University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Accounting, Zhengzhou Shengda University, Zhengzhou, China","institution_ids":["https://openalex.org/I236156700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5077363768"],"corresponding_institution_ids":["https://openalex.org/I236156700"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02916275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"4","first_page":"3178","last_page":"3196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.8104000091552734,"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":0.8104000091552734,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.8097000122070312,"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/T11059","display_name":"Market Dynamics and Volatility","score":0.7562000155448914,"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/warning-system","display_name":"Warning system","score":0.692833423614502},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6921105980873108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6230967044830322},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.604967474937439},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5766604542732239},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.5122525095939636},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.48603397607803345},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4739506244659424},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4620456397533417},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4341883361339569},{"id":"https://openalex.org/keywords/equilibrium-point","display_name":"Equilibrium point","score":0.4218139350414276},{"id":"https://openalex.org/keywords/early-warning-system","display_name":"Early warning system","score":0.42127370834350586},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.4133862853050232},{"id":"https://openalex.org/keywords/financial-management","display_name":"Financial management","score":0.4127155542373657},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39675456285476685},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3908313512802124},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3091650605201721},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22782212495803833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2263323962688446},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15491008758544922}],"concepts":[{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.692833423614502},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6921105980873108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6230967044830322},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.604967474937439},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5766604542732239},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.5122525095939636},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.48603397607803345},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4739506244659424},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4620456397533417},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4341883361339569},{"id":"https://openalex.org/C94766913","wikidata":"https://www.wikidata.org/wiki/Q1530271","display_name":"Equilibrium point","level":3,"score":0.4218139350414276},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.42127370834350586},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.4133862853050232},{"id":"https://openalex.org/C506796395","wikidata":"https://www.wikidata.org/wiki/Q4738155","display_name":"Financial management","level":2,"score":0.4127155542373657},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39675456285476685},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3908313512802124},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3091650605201721},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22782212495803833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2263323962688446},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15491008758544922},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978251319399","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978251319399","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"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 Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2790637580","https://openalex.org/W2811340848","https://openalex.org/W2890590966","https://openalex.org/W2972908465","https://openalex.org/W2973855213","https://openalex.org/W2979846876","https://openalex.org/W2984224952","https://openalex.org/W3026098814","https://openalex.org/W3036214140","https://openalex.org/W3046418822","https://openalex.org/W3112357615","https://openalex.org/W3117098920","https://openalex.org/W3134982783","https://openalex.org/W3159226307","https://openalex.org/W4247114813","https://openalex.org/W4386011486","https://openalex.org/W4391328220","https://openalex.org/W4392069984","https://openalex.org/W4395957329","https://openalex.org/W4395957339","https://openalex.org/W4400240895","https://openalex.org/W4401184508","https://openalex.org/W4401668679"],"related_works":["https://openalex.org/W2019221308","https://openalex.org/W2366686155","https://openalex.org/W1044530532","https://openalex.org/W2383173999","https://openalex.org/W2899102479","https://openalex.org/W3125817379","https://openalex.org/W2369926976","https://openalex.org/W2381743810","https://openalex.org/W2349162035","https://openalex.org/W2402451758"],"abstract_inverted_index":{"In":[0,137],"order":[1],"to":[2,27,54,83,146],"improve":[3],"the":[4,22,58,75,87,93,111,115,127,133,142,160,174,184,195],"effect":[5,113,172],"of":[6,48,60,65,78,89,114,178,191,203],"financial":[7,29,97,189],"management":[8,30,98,186,190],"and":[9,16,56,85,110,193,199],"risk":[10],"(FMAR)":[11],"early":[12,99,150,176],"warning":[13,100,151,177],"in":[14,32,92,132,166,173,188],"colleges":[15],"universities":[17,103,192,204],"(CAU),":[18],"this":[19,139,167],"paper":[20,140,168],"combines":[21,141],"decision":[23,143,161],"tree":[24,144,162],"classification":[25,163],"algorithm":[26,145,164],"process":[28],"data":[31],"CAU":[33],"as":[34,36],"well":[35],"constructs":[37],"a":[38,79,148],"four-dimensional":[39],"dynamic":[40],"investment":[41],"decision-making":[42],"game":[43],"system.":[44,67],"The":[45,123,155],"stability":[46,59,76,88],"criterion":[47,77],"discrete":[49,80],"dynamical":[50,81],"system":[51,82,134,152],"is":[52,129],"used":[53],"analyze":[55,84],"discuss":[57,86],"each":[61],"equilibrium":[62,90],"point":[63],"(EP)":[64],"nonlinear":[66,94,185],"This":[68,180],"could":[69],"be":[70],"improved":[71],"to:":[72],"\u201cWe":[73],"utilize":[74],"points":[91],"system.\u201d":[95],"A":[96],"model":[101,116],"for":[102,153],"was":[104,117],"constructed":[105],"based":[106],"on":[107],"actual":[108,196],"situations,":[109],"practical":[112],"verified":[118],"through":[119,205],"experimental":[120,156],"analysis":[121,157],"methods.":[122],"parameter":[124],"conditions":[125],"when":[126],"EP":[128],"asymptotically":[130],"stable":[131],"are":[135],"given.":[136],"addition,":[138],"build":[147],"FMAR":[149,175],"CAU.":[154,179],"shows":[158],"that":[159],"proposed":[165],"has":[169],"obvious":[170],"application":[171],"article":[181],"effectively":[182],"simulates":[183],"mode":[187],"reflects":[194],"economic":[197],"activities":[198],"related":[200],"influencing":[201],"factors":[202],"function":[206],"simulation.":[207]},"counts_by_year":[],"updated_date":"2026-02-14T06:23:00.392402","created_date":"2025-10-10T00:00:00"}