{"id":"https://openalex.org/W4408226232","doi":"https://doi.org/10.1142/s1793351x25420073","title":"FinCaKG: A Framework to Construct Financial Causality Knowledge Graph from Text","display_name":"FinCaKG: A Framework to Construct Financial Causality Knowledge Graph from Text","publication_year":2025,"publication_date":"2025-03-07","ids":{"openalex":"https://openalex.org/W4408226232","doi":"https://doi.org/10.1142/s1793351x25420073"},"language":"en","primary_location":{"id":"doi:10.1142/s1793351x25420073","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x25420073","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-7108","issn":["1793-7108","1793-351X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","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/A5101903446","display_name":"Ziwei Xu","orcid":"https://orcid.org/0000-0002-1081-0475"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ziwei Xu","raw_affiliation_strings":["Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1081-0475","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042127858","display_name":"Hiroya Takamura","orcid":"https://orcid.org/0000-0002-3244-8294"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroya Takamura","raw_affiliation_strings":["Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3244-8294","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081854769","display_name":"Ryutaro Ichise","orcid":"https://orcid.org/0000-0001-8474-0150"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]},{"id":"https://openalex.org/I74640424","display_name":"Advanced Institute of Industrial Technology","ror":"https://ror.org/04f9apy08","country_code":"JP","type":"education","lineage":["https://openalex.org/I74640424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryutaro Ichise","raw_affiliation_strings":["School of Engineering, Institute of Science Tokyo, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Institute of Science Tokyo, National Institute of Advanced Industrial Science and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I73613424","https://openalex.org/I74640424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.03924051,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"02","first_page":"321","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.8689000010490417,"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":0.8689000010490417,"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/T13963","display_name":"Organizational Management and Leadership","score":0.8579000234603882,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.7505000233650208,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7808570861816406},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.7624803781509399},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.6958297491073608},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.6223059892654419},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5516904592514038},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.431515634059906},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.40360450744628906},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3542293310165405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2899022698402405},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16742277145385742},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07386943697929382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7808570861816406},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7624803781509399},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.6958297491073608},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.6223059892654419},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5516904592514038},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.431515634059906},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.40360450744628906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3542293310165405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2899022698402405},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16742277145385742},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07386943697929382},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793351x25420073","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793351x25420073","pdf_url":null,"source":{"id":"https://openalex.org/S4210201727","display_name":"International Journal of Semantic Computing","issn_l":"1793-7108","issn":["1793-7108","1793-351X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Semantic Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1991018417","https://openalex.org/W2064675550","https://openalex.org/W2080133951","https://openalex.org/W2110485445","https://openalex.org/W2112796928","https://openalex.org/W2142321231","https://openalex.org/W2561529111","https://openalex.org/W2800317565","https://openalex.org/W2889363461","https://openalex.org/W2963441585","https://openalex.org/W3034385177","https://openalex.org/W3035390927","https://openalex.org/W3093972645","https://openalex.org/W3174464510","https://openalex.org/W3208863786","https://openalex.org/W4385779847","https://openalex.org/W4393078873"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"Causality":[0,63],"analysis":[1],"holds":[2],"a":[3,38,43,78,138,149],"prominent":[4],"role":[5,184],"in":[6,41,137,142,160,222],"finance,":[7],"and":[8,20,94,108,165,186,190,207],"the":[9,28,74,100,110,124,130,143,155,166,180,204,223],"presentation":[10,46],"of":[11,30,102,158,162,168,182,188],"causality":[12,31,45,76,88,132],"could":[13],"offer":[14],"valuable":[15],"insights":[16],"for":[17],"risk":[18],"mitigation":[19],"investment":[21],"decisions.":[22],"Recent":[23],"research":[24],"has":[25,123],"extensively":[26],"investigated":[27],"identification":[29],"from":[32,47,67,77,114],"text,":[33,68],"yet":[34],"there":[35],"is":[36],"still":[37],"significant":[39],"deficiency":[40],"providing":[42],"comprehensive":[44],"those":[48],"textual":[49],"discoveries.":[50],"In":[51],"this":[52,121],"paper,":[53],"we":[54,105,173],"present":[55],"an":[56],"end-to-end":[57],"framework":[58,82,122],"to":[59,72,126,178,197,202],"automatically":[60],"construct":[61],"Financial":[62],"Knowledge":[64],"Graph":[65],"(FinCaKG)":[66],"which":[69],"allows":[70],"us":[71],"visualize":[73],"captured":[75],"holistic":[79],"perspective.":[80],"This":[81],"involves":[83],"three":[84],"distinct":[85,111],"tasks,":[86],"including":[87],"sentence":[89],"detection,":[90],"cause-effect":[91],"span":[92],"identification,":[93],"causal":[95,170],"dependency":[96],"representation.":[97],"To":[98],"examine":[99,179],"adaptability":[101],"FinCaKG":[103],"framework,":[104],"generate,":[106],"compare,":[107],"analyze":[109],"FinCaKGs":[112,159,191,199],"created":[113],"different":[115],"corpus.":[116],"The":[117,216],"results":[118],"show":[119],"that":[120],"capability":[125,181],"not":[127],"only":[128],"capture":[129],"confidential":[131],"but":[133],"also":[134],"represent":[135,203],"them":[136],"highly":[139],"detailed":[140],"manner":[141],"resulting":[144],"knowledge":[145],"graphs.":[146],"We":[147,193],"perform":[148],"comparative":[150],"study":[151],"with":[152],"ConceptNet,":[153],"revealing":[154],"notable":[156],"contributions":[157],"terms":[161],"domain":[163],"coverage":[164],"density":[167],"its":[169],"knowledge.":[171],"Furthermore,":[172],"implement":[174],"two":[175],"case":[176],"studies":[177],"financial":[183,214],"declaration":[185],"distinction":[187],"ChatGPT":[189],"applications.":[192],"found":[194],"that,":[195],"compared":[196],"ChatGPT,":[198],"are":[200],"able":[201],"much":[205],"clearer":[206],"more":[208],"distinctive":[209],"logic":[210],"opinions":[211],"among":[212],"diverse":[213],"roles.":[215],"related":[217],"resources":[218],"will":[219],"be":[220],"available":[221],"webpage":[224],"https://www.ai.iee.e.titech.ac.jp/FinCaKG/":[225],".":[226]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
