{"id":"https://openalex.org/W4391528997","doi":"https://doi.org/10.1109/cist56084.2023.10409941","title":"Predicting Corporate Solvency using Sentiment Analysis of Risk Analyst Textual Assessments","display_name":"Predicting Corporate Solvency using Sentiment Analysis of Risk Analyst Textual Assessments","publication_year":2023,"publication_date":"2023-12-16","ids":{"openalex":"https://openalex.org/W4391528997","doi":"https://doi.org/10.1109/cist56084.2023.10409941"},"language":"en","primary_location":{"id":"doi:10.1109/cist56084.2023.10409941","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cist56084.2023.10409941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 7th IEEE Congress on Information Science and Technology (CiSt)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008888065","display_name":"Ayoub El-Qadi","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ayoub El-Qadi","raw_affiliation_strings":["Sorbonne Universit&#x00E9;, Tinubu Square,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Universit&#x00E9;, Tinubu Square,Paris,France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083440927","display_name":"Maria Trocan","orcid":"https://orcid.org/0000-0001-6241-0126"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria Trocan","raw_affiliation_strings":["Institut Sup&#x00E9;rieur d&#x2019;&#x00C9;lectronique de Paris,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Sup&#x00E9;rieur d&#x2019;&#x00C9;lectronique de Paris,Paris,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023283794","display_name":"Patricia Conde-C\u00e9spedes","orcid":"https://orcid.org/0000-0002-6208-3046"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patricia Conde-Cespedes","raw_affiliation_strings":["Institut Sup&#x00E9;rieur d&#x2019;&#x00C9;lectronique de Paris,Paris,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Sup&#x00E9;rieur d&#x2019;&#x00C9;lectronique de Paris,Paris,France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027596485","display_name":"Thomas Frossard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Frossard","raw_affiliation_strings":["LAB Innovation Tinubu Square,Paris,France","LAB Innovation Tinubu Square, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LAB Innovation Tinubu Square,Paris,France","institution_ids":[]},{"raw_affiliation_string":"LAB Innovation Tinubu Square, Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.40817169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":null,"first_page":"277","last_page":"281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9987999796867371,"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":0.9987999796867371,"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/T12276","display_name":"Risk Management in Financial Firms","score":0.9898999929428101,"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/T10081","display_name":"Auditing, Earnings Management, Governance","score":0.9800999760627747,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/solvency","display_name":"Solvency","score":0.895815908908844},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5896660685539246},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47670596837997437},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.32196468114852905},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.31552132964134216},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.27660274505615234},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.11822733283042908}],"concepts":[{"id":"https://openalex.org/C2778215004","wikidata":"https://www.wikidata.org/wiki/Q1137437","display_name":"Solvency","level":3,"score":0.895815908908844},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5896660685539246},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47670596837997437},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.32196468114852905},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.31552132964134216},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27660274505615234},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.11822733283042908},{"id":"https://openalex.org/C183582576","wikidata":"https://www.wikidata.org/wiki/Q184783","display_name":"Market liquidity","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cist56084.2023.10409941","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cist56084.2023.10409941","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 7th IEEE Congress on Information Science and Technology (CiSt)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05507628v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05507628","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 7th IEEE Congress on Information Science and Technology (CiSt), Dec 2023, Agadir - Essaouira, Morocco. pp.277-281, &#x27E8;10.1109/CiSt56084.2023.10409941&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1940872118","https://openalex.org/W2131816657","https://openalex.org/W2896457183","https://openalex.org/W2911964244","https://openalex.org/W2970684294","https://openalex.org/W3022726065","https://openalex.org/W3025207818","https://openalex.org/W3034563984","https://openalex.org/W3087907136","https://openalex.org/W3111411606","https://openalex.org/W3121645957","https://openalex.org/W3196098765","https://openalex.org/W4205296446","https://openalex.org/W4229019654","https://openalex.org/W4281490433","https://openalex.org/W4310896534","https://openalex.org/W4385245566","https://openalex.org/W6640362995","https://openalex.org/W6739901393","https://openalex.org/W6755207826","https://openalex.org/W6776573341","https://openalex.org/W6781542468","https://openalex.org/W6790400287","https://openalex.org/W6838060591","https://openalex.org/W6885172986"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2153554805","https://openalex.org/W3124746325","https://openalex.org/W282484572","https://openalex.org/W4379348991","https://openalex.org/W2761699488","https://openalex.org/W2192626524","https://openalex.org/W2884718763","https://openalex.org/W3124546593"],"abstract_inverted_index":{"Credit":[0],"scoring":[1,67],"has":[2,53],"long":[3],"been":[4],"crucial":[5],"to":[6,14,21,41,87],"financial":[7,51,114],"institutions\u2019":[8],"decision-making":[9,32],"processes,":[10],"providing":[11],"a":[12,42,89,98,112],"means":[13],"evaluate":[15],"the":[16,120,124,127,136],"risk":[17,72,104,132],"of":[18,45,123,138],"extending":[19],"credit":[20,66,71,103,109],"consumers":[22],"and":[23,38,58,68,84],"businesses.":[24],"With":[25],"recent":[26],"advances":[27],"in":[28],"artificial":[29],"intelligence":[30],"(AI),":[31],"algorithms":[33,57],"have":[34,75],"become":[35],"more":[36],"precise":[37],"efficient,":[39],"leading":[40],"wide":[43],"diversity":[44],"applications":[46],"across":[47],"various":[48],"industries.":[49],"The":[50],"sector":[52],"increasingly":[54],"adopted":[55],"AI-powered":[56],"advanced":[59],"data":[60],"analytics":[61],"for":[62],"tasks":[63],"such":[64,80],"as":[65,81],"pricing.":[69],"Traditional":[70],"analysts,":[73,133],"however,":[74],"relied":[76],"on":[77],"qualitative":[78],"data,":[79],"news":[82],"articles":[83],"press":[85],"releases,":[86],"assess":[88],"company\u2019s":[90],"situation":[91],"before":[92],"granting":[93],"credit.":[94],"This":[95],"paper":[96],"introduces":[97],"novel":[99],"framework":[100],"that":[101],"combines":[102],"text":[105,125],"assessments":[106],"made":[107],"by":[108,131],"analysts":[110],"with":[111,126],"pre-trained":[113],"sentiment":[115,121],"analysis":[116,122],"model.":[117],"By":[118],"comparing":[119],"actual":[128],"ratings":[129],"given":[130],"we":[134],"demonstrate":[135],"effectiveness":[137],"our":[139],"proposed":[140],"framework.":[141]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
