{"id":"https://openalex.org/W2980775130","doi":"https://doi.org/10.1145/3357292.3357301","title":"Research on the Analysis and Application of Financial Risk Early Warning Model","display_name":"Research on the Analysis and Application of Financial Risk Early Warning Model","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2980775130","doi":"https://doi.org/10.1145/3357292.3357301","mag":"2980775130"},"language":"en","primary_location":{"id":"doi:10.1145/3357292.3357301","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357292.3357301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 2nd International Conference on Information Management and Management Sciences - IMMS 2019","raw_type":"proceedings-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/A5069227824","display_name":"Di Lu","orcid":"https://orcid.org/0000-0002-9923-6405"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Di Lu","raw_affiliation_strings":["International Business School, Shaanxi Normal University, West Chang'an Avenue, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"International Business School, Shaanxi Normal University, West Chang'an Avenue, Xi'an, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100741948","display_name":"Guanhua Wang","orcid":"https://orcid.org/0000-0002-6589-1049"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanhua Wang","raw_affiliation_strings":["School of Management, Jilin University, Changchun City, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Jilin University, Changchun City, China","institution_ids":["https://openalex.org/I194450716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069227824"],"corresponding_institution_ids":["https://openalex.org/I88830068"],"apc_list":null,"apc_paid":null,"fwci":0.4342,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71013528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9998000264167786,"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":0.9684000015258789,"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"}},{"id":"https://openalex.org/T11496","display_name":"Credit Risk and Financial Regulations","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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":0.8081048130989075},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.6410138607025146},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5557006001472473},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5519812703132629},{"id":"https://openalex.org/keywords/listed-company","display_name":"Listed company","score":0.5404592156410217},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.49413493275642395},{"id":"https://openalex.org/keywords/early-warning-system","display_name":"Early warning system","score":0.48136287927627563},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.47880300879478455},{"id":"https://openalex.org/keywords/financial-risk","display_name":"Financial risk","score":0.470938116312027},{"id":"https://openalex.org/keywords/financial-crisis","display_name":"Financial crisis","score":0.41189125180244446},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.3706390857696533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2217693030834198},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.18678492307662964},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10555434226989746}],"concepts":[{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.8081048130989075},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.6410138607025146},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5557006001472473},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5519812703132629},{"id":"https://openalex.org/C2993937409","wikidata":"https://www.wikidata.org/wiki/Q891723","display_name":"Listed company","level":2,"score":0.5404592156410217},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.49413493275642395},{"id":"https://openalex.org/C2779296788","wikidata":"https://www.wikidata.org/wiki/Q5326904","display_name":"Early warning system","level":3,"score":0.48136287927627563},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.47880300879478455},{"id":"https://openalex.org/C76073288","wikidata":"https://www.wikidata.org/wiki/Q1337875","display_name":"Financial risk","level":2,"score":0.470938116312027},{"id":"https://openalex.org/C2778300220","wikidata":"https://www.wikidata.org/wiki/Q114380","display_name":"Financial crisis","level":2,"score":0.41189125180244446},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.3706390857696533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2217693030834198},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.18678492307662964},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10555434226989746},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3357292.3357301","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3357292.3357301","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 2nd International Conference on Information Management and Management Sciences - IMMS 2019","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1970085263","https://openalex.org/W2121069620","https://openalex.org/W2149876981","https://openalex.org/W2626475703","https://openalex.org/W2786329661","https://openalex.org/W6695846694"],"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/W2381256759","https://openalex.org/W1957738358"],"abstract_inverted_index":{"This":[0,79],"study":[1,80],"takes":[2],"China's":[3,22],"43":[4],"agricultural":[5,23,65,98],"listed":[6,24,64,99],"companies":[7,25,66],"in":[8,68],"2016":[9],"as":[10],"a":[11,69],"sample,":[12],"which":[13,101],"shows":[14],"that":[15,41,60],"the":[16,38,42,63,87,90,103],"financial":[17,93],"early":[18,94],"warning":[19,72,95],"model":[20,96],"of":[21,62,71,89,92,106],"constructed":[26],"based":[27],"on":[28],"factor":[29],"analysis":[30,88],"method":[31],"has":[32,81],"really":[33],"good":[34],"predicting":[35],"effect,":[36],"and":[37,49,73,83],"system":[39],"indicates":[40],"forecast":[43],"accuracies":[44],"are":[45,67],"88.37%,":[46],"93.02%,":[47],"79.07%":[48],"93.02%":[50],"from":[51],"2013":[52],"to":[53],"2016,":[54],"respectively.":[55],"Also,":[56],"this":[57,107],"result":[58],"demonstrates":[59],"most":[61],"state":[70],"their":[74],"development":[75],"is":[76],"not":[77],"optimistic.":[78],"theoretical":[82,104],"practical":[84],"significance":[85],"for":[86,97],"construction":[91],"companies,":[100],"expands":[102],"boundary":[105],"area.":[108]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
