{"id":"https://openalex.org/W4387638642","doi":"https://doi.org/10.3390/fi15100338","title":"Financial Data Quality Evaluation Method Based on Multiple Linear Regression","display_name":"Financial Data Quality Evaluation Method Based on Multiple Linear Regression","publication_year":2023,"publication_date":"2023-10-14","ids":{"openalex":"https://openalex.org/W4387638642","doi":"https://doi.org/10.3390/fi15100338"},"language":"en","primary_location":{"id":"doi:10.3390/fi15100338","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi15100338","pdf_url":"https://www.mdpi.com/1999-5903/15/10/338/pdf","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/15/10/338/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027120547","display_name":"Meng Li","orcid":"https://orcid.org/0000-0002-9470-9787"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Li","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070828650","display_name":"Jiqiang Liu","orcid":"https://orcid.org/0000-0003-1147-4327"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiqiang Liu","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":"https://orcid.org/0000-0003-1147-4327","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112987823","display_name":"Yeping Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeping Yang","raw_affiliation_strings":["School of Software Engineering, Beijing Jiaotong University, Beijing 100044, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Beijing Jiaotong University, Beijing 100044, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070828650"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17799796,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"10","first_page":"338","last_page":"338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9883000254631042,"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/T11719","display_name":"Data Quality and Management","score":0.9883000254631042,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8313826322555542},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.647834300994873},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6332401633262634},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6149670481681824},{"id":"https://openalex.org/keywords/financial-institution","display_name":"Financial institution","score":0.5378244519233704},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.5259438157081604},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.49508705735206604},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4929961860179901},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.48482027649879456},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.47737571597099304},{"id":"https://openalex.org/keywords/data-verification","display_name":"Data verification","score":0.4198797643184662},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.2634354531764984},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.23926740884780884},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15479886531829834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12983781099319458},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.0981738269329071},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.09002691507339478},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08978161215782166}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8313826322555542},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.647834300994873},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6332401633262634},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6149670481681824},{"id":"https://openalex.org/C2779601481","wikidata":"https://www.wikidata.org/wiki/Q650241","display_name":"Financial institution","level":2,"score":0.5378244519233704},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.5259438157081604},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.49508705735206604},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4929961860179901},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.48482027649879456},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.47737571597099304},{"id":"https://openalex.org/C49895821","wikidata":"https://www.wikidata.org/wiki/Q5227368","display_name":"Data verification","level":2,"score":0.4198797643184662},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2634354531764984},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.23926740884780884},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15479886531829834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12983781099319458},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0981738269329071},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.09002691507339478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08978161215782166},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/fi15100338","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi15100338","pdf_url":"https://www.mdpi.com/1999-5903/15/10/338/pdf","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:15:y:2023:i:10:p:338-:d:1259896","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/15/10/338/","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"},{"id":"pmh:oai:doaj.org/article:b5a9b22b36ce4f78892a130d1fec50a1","is_oa":true,"landing_page_url":"https://doaj.org/article/b5a9b22b36ce4f78892a130d1fec50a1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet, Vol 15, Iss 10, p 338 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-5903/15/10/338/","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi15100338","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Future Internet","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/fi15100338","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/fi15100338","pdf_url":"https://www.mdpi.com/1999-5903/15/10/338/pdf","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387638642.pdf","grobid_xml":"https://content.openalex.org/works/W4387638642.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2072477550","https://openalex.org/W2121883503","https://openalex.org/W2166488697","https://openalex.org/W2245479382","https://openalex.org/W2473548241","https://openalex.org/W2575989903","https://openalex.org/W2779732913","https://openalex.org/W3016495922","https://openalex.org/W3081166423","https://openalex.org/W3163346473","https://openalex.org/W3168924973","https://openalex.org/W3184534122","https://openalex.org/W4210744967","https://openalex.org/W4212838072","https://openalex.org/W4220738117","https://openalex.org/W4221136678","https://openalex.org/W4280597727","https://openalex.org/W4297679019","https://openalex.org/W4308814165","https://openalex.org/W4318574514","https://openalex.org/W4377226909","https://openalex.org/W6678485632","https://openalex.org/W6684632672","https://openalex.org/W6747342983","https://openalex.org/W6777158007","https://openalex.org/W6782594544","https://openalex.org/W6847245316"],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2969801821","https://openalex.org/W2976128099","https://openalex.org/W2799416184","https://openalex.org/W3025224253","https://openalex.org/W2980481474","https://openalex.org/W2351933060","https://openalex.org/W2189292564","https://openalex.org/W2358487105"],"abstract_inverted_index":{"With":[0],"the":[1,60,81,85,94,104,119,150,161,167,170,174,181],"rapid":[2],"growth":[3],"of":[4,14,37,68,96,103,109,121,164,169,176,184],"customer":[5,38,45,105],"data":[6,15,39,53,72,145,151,186],"in":[7,25,138],"financial":[8,189],"institutions,":[9],"such":[10],"as":[11],"trusts,":[12],"issues":[13],"quality":[16,40,54,132,146,152,187],"have":[17],"become":[18],"increasingly":[19],"prominent.":[20],"The":[21,115],"main":[22],"challenge":[23],"lies":[24],"constructing":[26],"an":[27],"effective":[28],"evaluation":[29,55,133,153,183],"method":[30],"that":[31,118],"ensures":[32],"accurate":[33],"and":[34,84,106,127,141,166],"efficient":[35],"assessment":[36],"when":[41],"dealing":[42],"with":[43],"massive":[44],"data.":[46,190],"In":[47],"this":[48],"paper,":[49],"we":[50],"construct":[51],"a":[52,65,100,110,131],"index":[56,134],"system":[57,135],"based":[58,79,155],"on":[59,71,80,144,156],"analytic":[61],"hierarchy":[62],"process":[63],"through":[64],"comprehensive":[66],"investigation":[67],"existing":[69],"research":[70,143],"quality.":[73],"Then,":[74],"redundant":[75],"features":[76],"are":[77],"filtered":[78],"Shapley":[82,171],"value,":[83],"multiple":[86,157],"linear":[87,158],"regression":[88,159],"model":[89],"is":[90,113],"employed":[91],"to":[92,129],"adjust":[93],"weight":[95],"different":[97],"indices.":[98],"Finally,":[99],"case":[101],"study":[102],"institution":[107,112],"information":[108],"trust":[111],"conducted.":[114],"results":[116],"demonstrate":[117],"utilization":[120],"completeness,":[122],"accuracy,":[123],"timeliness,":[124],"consistency,":[125],"uniqueness,":[126],"compliance":[128],"establish":[130],"proves":[136],"instrumental":[137],"conducting":[139],"extensive":[140],"in-depth":[142],"measurement":[147],"dimensions.":[148],"Additionally,":[149],"approach":[154],"facilitates":[160,173],"batch":[162],"scoring":[163],"data,":[165],"incorporation":[168],"value":[172],"elimination":[175],"invalid":[177],"features.":[178],"This":[179],"enables":[180],"intelligent":[182],"large-scale":[185],"for":[188]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
