{"id":"https://openalex.org/W2050744404","doi":"https://doi.org/10.4018/jbir.2012100101","title":"A Tree-Based Approach for Detecting Redundant Business Rules in Very Large Financial Datasets","display_name":"A Tree-Based Approach for Detecting Redundant Business Rules in Very Large Financial Datasets","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2050744404","doi":"https://doi.org/10.4018/jbir.2012100101","mag":"2050744404"},"language":"en","primary_location":{"id":"doi:10.4018/jbir.2012100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jbir.2012100101","pdf_url":null,"source":{"id":"https://openalex.org/S184213297","display_name":"International Journal of Business Intelligence Research","issn_l":"1947-3591","issn":["1947-3591","1947-3605"],"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 Business Intelligence Research","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/A5073189627","display_name":"Nhien\u2010An Le\u2010Khac","orcid":"https://orcid.org/0000-0003-4373-2212"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Nhien-An Le-Khac","raw_affiliation_strings":["School of Computer Science & Informatics, University College Dublin, Dublin, Ireland","School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068521662","display_name":"Sammer Markos","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Sammer Markos","raw_affiliation_strings":["School of Computer Science & Informatics, University College Dublin, Dublin, Ireland","School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039829612","display_name":"Tahar Kechadi","orcid":"https://orcid.org/0000-0002-0176-6281"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Tahar Kechadi","raw_affiliation_strings":["School of Computer Science & Informatics, University College Dublin, Dublin, Ireland","School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Informatics, University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]},{"raw_affiliation_string":"School of Computer Science & Informatics, University College Dublin, Dublin, Ireland#TAB#","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":null,"apc_paid":null,"fwci":0.406,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.67671345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"3","issue":"4","first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9843999743461609,"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":0.9843999743461609,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9818999767303467,"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/computer-science","display_name":"Computer science","score":0.6389685869216919},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5883898735046387},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.5868743658065796},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.53407222032547},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.47800910472869873},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.4655172824859619},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4451163411140442},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43989327549934387},{"id":"https://openalex.org/keywords/mutual-fund","display_name":"Mutual fund","score":0.4173886179924011},{"id":"https://openalex.org/keywords/investment-management","display_name":"Investment management","score":0.41110464930534363},{"id":"https://openalex.org/keywords/asset-management","display_name":"Asset management","score":0.41052016615867615},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2339635193347931},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17818590998649597},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14702337980270386},{"id":"https://openalex.org/keywords/market-liquidity","display_name":"Market liquidity","score":0.10875529050827026},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.09991461038589478}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6389685869216919},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5883898735046387},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.5868743658065796},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.53407222032547},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.47800910472869873},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.4655172824859619},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4451163411140442},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43989327549934387},{"id":"https://openalex.org/C2777064782","wikidata":"https://www.wikidata.org/wiki/Q791974","display_name":"Mutual fund","level":2,"score":0.4173886179924011},{"id":"https://openalex.org/C189188589","wikidata":"https://www.wikidata.org/wiki/Q14864997","display_name":"Investment management","level":3,"score":0.41110464930534363},{"id":"https://openalex.org/C2776517139","wikidata":"https://www.wikidata.org/wiki/Q873442","display_name":"Asset management","level":2,"score":0.41052016615867615},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2339635193347931},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17818590998649597},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14702337980270386},{"id":"https://openalex.org/C183582576","wikidata":"https://www.wikidata.org/wiki/Q184783","display_name":"Market liquidity","level":2,"score":0.10875529050827026},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.09991461038589478},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jbir.2012100101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jbir.2012100101","pdf_url":null,"source":{"id":"https://openalex.org/S184213297","display_name":"International Journal of Business Intelligence Research","issn_l":"1947-3591","issn":["1947-3591","1947-3605"],"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 Business Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jbir00:v:3:y:2012:i:4:p:1-13","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jbir.2012100101","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W154515556","https://openalex.org/W570181868","https://openalex.org/W655016634","https://openalex.org/W1572188237","https://openalex.org/W1973673633","https://openalex.org/W2019415002","https://openalex.org/W2024228866","https://openalex.org/W2026313991","https://openalex.org/W2060062135","https://openalex.org/W2071733808","https://openalex.org/W2074675881","https://openalex.org/W2083514324","https://openalex.org/W2161694911","https://openalex.org/W2752198569","https://openalex.org/W2752853835","https://openalex.org/W3119603699","https://openalex.org/W3145668395","https://openalex.org/W4236492962","https://openalex.org/W4247557026"],"related_works":["https://openalex.org/W1494844823","https://openalex.org/W3009911173","https://openalex.org/W1990141680","https://openalex.org/W2811483426","https://openalex.org/W2384042486","https://openalex.org/W2898593553","https://openalex.org/W2899535352","https://openalex.org/W2348244904","https://openalex.org/W4280648890","https://openalex.org/W4387459160"],"abstract_inverted_index":{"Net":[0],"Asset":[1],"Value":[2],"(NAV)":[3],"calculation":[4],"and":[5,98,103,153],"validation":[6],"is":[7,21,26],"the":[8,16,30,48,53,59,66,86,99,125,141],"principle":[9],"task":[10],"of":[11,18,41,55,61,68,88,127],"a":[12,19,56,128,145],"fund":[13,20,31,62],"administrator.":[14],"If":[15],"NAV":[17,54,139],"calculated":[22],"incorrectly":[23],"then":[24],"there":[25],"huge":[27],"impact":[28],"on":[29,81,133],"administrator;":[32],"such":[33],"as":[34],"monetary":[35],"compensation,":[36],"reputational":[37],"loss,":[38],"or":[39],"loss":[40],"business.":[42],"In":[43],"general,":[44],"these":[45],"companies":[46],"use":[47],"same":[49],"methodology":[50],"to":[51,72,85,95],"calculate":[52],"fund;":[57],"however":[58,93],"type":[60],"in":[63],"question":[64],"dictates":[65],"set":[67],"business":[69,151],"rules":[70,152],"used":[71],"validate":[73],"this.":[74],"Today,":[75],"most":[76],"Fund":[77],"Administrators":[78],"depend":[79],"heavily":[80],"human":[82,117],"resources":[83],"due":[84,94],"lack":[87],"an":[89,112,135],"automated":[90,113],"standardized":[91],"solutions,":[92],"economic":[96],"climate":[97],"need":[100],"for":[101,111,138,148],"efficiency":[102],"costs":[104],"reduction":[105],"many":[106],"banks":[107],"are":[108],"now":[109],"looking":[110],"solution":[114,137],"with":[115],"minimal":[116],"interaction;":[118],"i.e.,":[119],"straight":[120],"through":[121],"processing":[122],"(STP).":[123],"Within":[124],"scope":[126],"collaboration":[129],"project":[130],"that":[131],"focuses":[132],"building":[134],"optimal":[136],"validation,":[140],"authors":[142],"will":[143],"present":[144],"new":[146],"approach":[147,159],"detecting":[149],"correlated":[150],"show":[154],"how":[155],"they":[156],"evaluate":[157],"this":[158],"using":[160],"real-world":[161],"financial":[162],"data.":[163]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}