{"id":"https://openalex.org/W4385346365","doi":"https://doi.org/10.1007/s11042-023-15496-6","title":"Using pre-trained models and graph convolution networks to find the causal relations among events in the Chinese financial text data","display_name":"Using pre-trained models and graph convolution networks to find the causal relations among events in the Chinese financial text data","publication_year":2023,"publication_date":"2023-07-28","ids":{"openalex":"https://openalex.org/W4385346365","doi":"https://doi.org/10.1007/s11042-023-15496-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-15496-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-15496-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5047911644","display_name":"Kai Hu","orcid":"https://orcid.org/0000-0002-3521-4178"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Hu","raw_affiliation_strings":["Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404176","display_name":"Qing Li","orcid":"https://orcid.org/0000-0003-3370-471X"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049725304","display_name":"Jie Xie","orcid":"https://orcid.org/0000-0002-5585-1887"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xie","raw_affiliation_strings":["Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067838476","display_name":"Yingyan Pu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137558","display_name":"Beijing University of Agriculture","ror":"https://ror.org/03t9adt98","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210137558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingyan Pu","raw_affiliation_strings":["Economics and Management School, Beijing University of Agriculture, Beinong Road 7, Changping District, Beijing, 102206, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Economics and Management School, Beijing University of Agriculture, Beinong Road 7, Changping District, Beijing, 102206, China","institution_ids":["https://openalex.org/I4210137558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021717988","display_name":"Ya Guo","orcid":"https://orcid.org/0000-0002-9317-2471"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Guo","raw_affiliation_strings":["Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Process Control for Light Industry, Ministry of Education, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]},{"raw_affiliation_string":"School of Internet of Things, Jiangnan University, Lihu Road 1800, Wuxi, 214122, Jiangsu, China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5067838476"],"corresponding_institution_ids":["https://openalex.org/I4210137558"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.1409,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5566267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"83","issue":"7","first_page":"18699","last_page":"18720"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9969000220298767,"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/T10028","display_name":"Topic Modeling","score":0.9954000115394592,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8370805382728577},{"id":"https://openalex.org/keywords/dependency-grammar","display_name":"Dependency grammar","score":0.5130447149276733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48318615555763245},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.4773140847682953},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4434250593185425},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4334458112716675},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.42744457721710205},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.41420888900756836},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4123750925064087},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40679478645324707},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3319869637489319},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.31144917011260986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8370805382728577},{"id":"https://openalex.org/C164883195","wikidata":"https://www.wikidata.org/wiki/Q674834","display_name":"Dependency grammar","level":3,"score":0.5130447149276733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48318615555763245},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.4773140847682953},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4434250593185425},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4334458112716675},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.42744457721710205},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.41420888900756836},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4123750925064087},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40679478645324707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3319869637489319},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.31144917011260986},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-15496-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-15496-6","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1694860107","display_name":null,"funder_award_id":"BK20190580","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4001321267","display_name":null,"funder_award_id":"71904064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1995183641","https://openalex.org/W2060914108","https://openalex.org/W2250539671","https://openalex.org/W2412782625","https://openalex.org/W2769387903","https://openalex.org/W2844407584","https://openalex.org/W2885051956","https://openalex.org/W2892094955","https://openalex.org/W2952768212","https://openalex.org/W2963021447","https://openalex.org/W2963514026","https://openalex.org/W2965536863","https://openalex.org/W2972795848","https://openalex.org/W3019427697","https://openalex.org/W3034238904","https://openalex.org/W3034379414","https://openalex.org/W3034987881","https://openalex.org/W3035101152","https://openalex.org/W3093182569","https://openalex.org/W3105033018","https://openalex.org/W3160499679","https://openalex.org/W3176231905","https://openalex.org/W6600424091","https://openalex.org/W6600648412","https://openalex.org/W6607919353"],"related_works":["https://openalex.org/W2251084681","https://openalex.org/W2098784136","https://openalex.org/W4241489294","https://openalex.org/W287510790","https://openalex.org/W63925617","https://openalex.org/W3039452714","https://openalex.org/W2968543375","https://openalex.org/W2888625260","https://openalex.org/W2953770453","https://openalex.org/W4288558800"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
