{"id":"https://openalex.org/W2463019170","doi":"https://doi.org/10.4018/ijsodit.2016070105","title":"Predicting Business Bankruptcy","display_name":"Predicting Business Bankruptcy","publication_year":2016,"publication_date":"2016-06-27","ids":{"openalex":"https://openalex.org/W2463019170","doi":"https://doi.org/10.4018/ijsodit.2016070105","mag":"2463019170"},"language":"en","primary_location":{"id":"doi:10.4018/ijsodit.2016070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsodit.2016070105","pdf_url":null,"source":{"id":"https://openalex.org/S4210201954","display_name":"International Journal of Social and Organizational Dynamics in IT","issn_l":"2155-6334","issn":["2155-6334","2155-6342"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Social and Organizational Dynamics in IT","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/A5001043240","display_name":"Rui Portocarrero Sarmento","orcid":"https://orcid.org/0000-0003-1891-5295"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Rui Sarmento","raw_affiliation_strings":["FEUP, University of Porto and Gallicyadas, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"FEUP, University of Porto and Gallicyadas, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046161099","display_name":"Lu\u00eds Trigo","orcid":"https://orcid.org/0000-0002-3772-7081"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Trigo","raw_affiliation_strings":["FLUP, University of Porto and Gallicyadas, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"FLUP, University of Porto and Gallicyadas, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040212917","display_name":"Liliana Fonseca","orcid":"https://orcid.org/0000-0002-9041-0921"},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Liliana Fonseca","raw_affiliation_strings":["FEP, University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"FEP, University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001043240"],"corresponding_institution_ids":["https://openalex.org/I182534213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08877506,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"2","first_page":"48","last_page":"65"},"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":0.9973999857902527,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9646999835968018,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/bankruptcy","display_name":"Bankruptcy","score":0.8145912289619446},{"id":"https://openalex.org/keywords/competitor-analysis","display_name":"Competitor analysis","score":0.7645626664161682},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5967974066734314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.562655508518219},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5266789197921753},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.5083171725273132},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4892086982727051},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48305565118789673},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.4773802161216736},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.44391611218452454},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4184894263744354},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.38039588928222656},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3022591471672058},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2992327809333801},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.2899904251098633},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19114020466804504},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.168676495552063},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1366899609565735}],"concepts":[{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.8145912289619446},{"id":"https://openalex.org/C127576917","wikidata":"https://www.wikidata.org/wiki/Q624630","display_name":"Competitor analysis","level":2,"score":0.7645626664161682},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5967974066734314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.562655508518219},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5266789197921753},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.5083171725273132},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4892086982727051},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48305565118789673},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.4773802161216736},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.44391611218452454},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4184894263744354},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.38039588928222656},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3022591471672058},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2992327809333801},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2899904251098633},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19114020466804504},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.168676495552063},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1366899609565735},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijsodit.2016070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsodit.2016070105","pdf_url":null,"source":{"id":"https://openalex.org/S4210201954","display_name":"International Journal of Social and Organizational Dynamics in IT","issn_l":"2155-6334","issn":["2155-6334","2155-6342"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Social and Organizational Dynamics in IT","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsodit:v:5:y:2016:i:2:p:48-65","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSODIT.2016070105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1559755654","https://openalex.org/W2024046085","https://openalex.org/W2047754173","https://openalex.org/W2048801439","https://openalex.org/W2065264337","https://openalex.org/W2147169507","https://openalex.org/W2912934387","https://openalex.org/W3124472125"],"related_works":["https://openalex.org/W2358804928","https://openalex.org/W4225710828","https://openalex.org/W2794103424","https://openalex.org/W1998528887","https://openalex.org/W4245435724","https://openalex.org/W1996530509","https://openalex.org/W3028317537","https://openalex.org/W2389515972","https://openalex.org/W3122549952","https://openalex.org/W4247025800"],"abstract_inverted_index":{"Managers,":[0],"investors,":[1],"financial":[2,54],"institutions":[3],"and":[4,23,29,36,43,113,138,145,158],"government":[5],"agencies":[6],"have":[7,83],"a":[8,85,106,131,160],"major":[9,86],"concern":[10],"on":[11],"forecasting":[12],"enterprise":[13],"bankruptcy.":[14],"It":[15],"enables":[16],"the":[17,30,34,37,48,70,77,89,114,120,124,128,154,165],"sustainability":[18],"assessment":[19,56],"of":[20,50,91,109,122,130,153],"critical":[21,141],"suppliers":[22],"clients,":[24],"as":[25,27,68],"well":[26],"competitors":[28],"business":[31],"environment.":[32],"Throughout":[33],"20th":[35],"21st":[38],"century,":[39],"advances":[40],"in":[41,53,76],"statistics":[42],"computer":[44],"science":[45],"fields":[46],"enabled":[47],"development":[49],"different":[51],"trends":[52],"distress":[55],"that":[57,101],"co-exist":[58],"today.":[59],"However,":[60],"recent":[61],"Data":[62,167],"Mining":[63,168],"(DM)":[64],"techniques":[65,93,157],"are":[66,102],"regarded":[67],"being":[69],"most":[71,115],"precise.":[72],"IT":[73],"expertise":[74],"requirements":[75],"constantly":[78],"evolving":[79],"DM":[80,98],"field":[81],"may":[82,118],"been":[84],"obstacle":[87],"to":[88],"adoption":[90,129],"these":[92],"by":[94],"decision":[95,121],"makers.":[96],"Furthermore,":[97],"software":[99],"tools":[100],"now":[103],"widespread":[104],"offer":[105],"broad":[107],"spectrum":[108],"Artificial":[110],"Intelligence":[111],"algorithms":[112],"difficult":[116],"task":[117],"be":[119],"selecting":[123],"appropriate":[125],"algorithm.":[126],"Hence,":[127],"good":[132],"workflow":[133],"method":[134],"for":[135,142],"data":[136],"processing":[137],"analysis":[139],"is":[140],"having":[143],"fast":[144],"reliable":[146],"results.":[147],"This":[148],"work":[149],"presents":[150],"an":[151],"overview":[152],"available":[155],"bankruptcy":[156],"provides":[159],"comprehensive":[161],"case":[162],"study":[163],"exploring":[164],"latest":[166],"techniques.":[169]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-07-22T00:00:00"}
