{"id":"https://openalex.org/W4214740590","doi":"https://doi.org/10.1145/3508546.3508564","title":"Automatic Chinese Financial Knowledge Graph Constructing Framework","display_name":"Automatic Chinese Financial Knowledge Graph Constructing Framework","publication_year":2021,"publication_date":"2021-12-22","ids":{"openalex":"https://openalex.org/W4214740590","doi":"https://doi.org/10.1145/3508546.3508564"},"language":"en","primary_location":{"id":"doi:10.1145/3508546.3508564","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508546.3508564","pdf_url":null,"source":{"id":"https://openalex.org/S4363608505","display_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-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/A5100657568","display_name":"Yi Yang","orcid":"https://orcid.org/0000-0002-1437-8288"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yi Yang","raw_affiliation_strings":["Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024419732","display_name":"Zhongchen Miao","orcid":"https://orcid.org/0000-0002-6641-3188"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhongchen Miao","raw_affiliation_strings":["Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103021214","display_name":"Jian Gao","orcid":"https://orcid.org/0009-0007-5598-1327"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Gao","raw_affiliation_strings":["Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012291140","display_name":"Jidong Lu","orcid":"https://orcid.org/0009-0004-3597-8719"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jidong Lu","raw_affiliation_strings":["Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112753814","display_name":"Guangwei Shi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangwei Shi","raw_affiliation_strings":["Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China"],"affiliations":[{"raw_affiliation_string":"Innovation Lab, Shanghai Financial Futures Information Technology Co., Ltd, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100657568"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2513,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54636381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9983000159263611,"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/T10028","display_name":"Topic Modeling","score":0.9983000159263611,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9947999715805054,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9941999912261963,"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":0.7825499773025513},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5720108151435852},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5477324724197388},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5114527940750122},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.48493412137031555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4602052569389343},{"id":"https://openalex.org/keywords/argument","display_name":"Argument (complex analysis)","score":0.4600837230682373},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4473259150981903},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42600908875465393},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.4197562038898468},{"id":"https://openalex.org/keywords/open-domain","display_name":"Open domain","score":0.4182664155960083},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34049442410469055},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32573753595352173},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.10766330361366272},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08858838677406311},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08777457475662231}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7825499773025513},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5720108151435852},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5477324724197388},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5114527940750122},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.48493412137031555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4602052569389343},{"id":"https://openalex.org/C98184364","wikidata":"https://www.wikidata.org/wiki/Q1780131","display_name":"Argument (complex analysis)","level":2,"score":0.4600837230682373},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4473259150981903},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42600908875465393},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.4197562038898468},{"id":"https://openalex.org/C2993776861","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Open domain","level":3,"score":0.4182664155960083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34049442410469055},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32573753595352173},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.10766330361366272},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08858838677406311},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08777457475662231},{"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3508546.3508564","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3508546.3508564","pdf_url":null,"source":{"id":"https://openalex.org/S4363608505","display_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Algorithms, Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W102708294","https://openalex.org/W1498990157","https://openalex.org/W2159750428","https://openalex.org/W2785631370","https://openalex.org/W2790843555","https://openalex.org/W2852434548","https://openalex.org/W2930957955","https://openalex.org/W3009279458","https://openalex.org/W6600157417","https://openalex.org/W6604267941"],"related_works":["https://openalex.org/W4292070284","https://openalex.org/W4312933959","https://openalex.org/W4391009500","https://openalex.org/W4229080059","https://openalex.org/W4286257253","https://openalex.org/W2913363942","https://openalex.org/W2916853871","https://openalex.org/W2964955710","https://openalex.org/W2909953003","https://openalex.org/W4323345796"],"abstract_inverted_index":{"As":[0],"rapid":[1],"growth":[2],"of":[3,5,23,25,76,99,109,128,142],"complexity":[4],"finance,":[6],"building":[7],"a":[8,87],"Chinese":[9],"Financial":[10],"Knowledge":[11],"Graph":[12],"(CFKG)":[13],"from":[14,42,153],"scratch":[15],"become":[16],"more":[17,19],"and":[18,68,101,130,133],"important.":[20],"The":[21],"key":[22],"construction":[24],"CFKG":[26],"is":[27,64],"the":[28,74,97,107,121,140,146],"argument":[29,40],"relationship":[30,41],"extracting":[31,39,79],"method.":[32],"There":[33],"are":[34],"many":[35],"researches":[36],"focusing":[37],"on":[38,45,58,81],"text":[43],"based":[44],"open":[46,70,90],"domain":[47,51,55,71,89,91],"methods":[48,56,72],"or":[49],"closed":[50,54],"methods.":[52],"However,":[53],"rely":[57],"vast":[59],"tagged":[60],"data":[61],"source":[62],"which":[63,93,157],"difficult":[65],"to":[66],"acquire":[67],"most":[69],"have":[73],"problem":[75],"high":[77],"false":[78,143],"rate":[80],"financial":[82,88],"data.":[83],"So":[84],"we":[85,148,158],"propose":[86],"extractor":[92],"not":[94],"only":[95],"adopt":[96,106],"advantages":[98,108],"syntax":[100],"semantic":[102],"dependence":[103],"but":[104],"also":[105],"Siamese":[110,136],"Network":[111,137],"for":[112],"classification.":[113],"Experimental":[114],"results":[115],"show":[116],"that":[117],"our":[118,134],"solution":[119],"outperforms":[120],"existing":[122],"best":[123],"method":[124],"DSNFs":[125],"in":[126,156],"terms":[127],"precision":[129],"recall":[131],"measure":[132],"improved":[135],"can":[138,159],"reduce":[139],"number":[141],"relations.":[144],"In":[145],"end,":[147],"build":[149],"an":[150],"experimental":[151],"graph":[152],"news":[154],"data,":[155],"explore":[160],"personnel":[161],"flow,":[162],"implicit":[163],"relationship,":[164],"etc.":[165]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}