{"id":"https://openalex.org/W3039460153","doi":"https://doi.org/10.1145/3399871.3399886","title":"Analysis and Application of Financial News Text in Chinese Based on Bert Model","display_name":"Analysis and Application of Financial News Text in Chinese Based on Bert Model","publication_year":2020,"publication_date":"2020-05-13","ids":{"openalex":"https://openalex.org/W3039460153","doi":"https://doi.org/10.1145/3399871.3399886","mag":"3039460153"},"language":"en","primary_location":{"id":"doi:10.1145/3399871.3399886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3399871.3399886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Asia Service Sciences and Software Engineering Conference","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/A5101123994","display_name":"Zhixiong Tan","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhixiong Tan","raw_affiliation_strings":["GF Securities, Guangzhou China"],"affiliations":[{"raw_affiliation_string":"GF Securities, Guangzhou China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070698854","display_name":"Chen Bihuan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bihuan Chen","raw_affiliation_strings":["GF Securities, Guangzhou China"],"affiliations":[{"raw_affiliation_string":"GF Securities, Guangzhou China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086567612","display_name":"Wei Fang","orcid":"https://orcid.org/0000-0002-5561-7249"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Fang","raw_affiliation_strings":["GF Securities, Guangzhou China"],"affiliations":[{"raw_affiliation_string":"GF Securities, Guangzhou China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101123994"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53153835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9684000015258789,"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":0.9684000015258789,"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":0.9581000208854675,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.95660001039505,"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":0.708539605140686},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7074455618858337},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5781369805335999},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.4943082332611084},{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.42568355798721313},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.35292214155197144},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3485719561576843},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3279169201850891},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.27058297395706177},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15945246815681458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.708539605140686},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7074455618858337},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5781369805335999},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.4943082332611084},{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.42568355798721313},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.35292214155197144},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3485719561576843},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3279169201850891},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27058297395706177},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15945246815681458},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3399871.3399886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3399871.3399886","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Asia Service Sciences and Software Engineering Conference","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":15,"referenced_works":["https://openalex.org/W600679178","https://openalex.org/W2012557755","https://openalex.org/W2734498027","https://openalex.org/W2765658074","https://openalex.org/W2892468315","https://openalex.org/W2911855264","https://openalex.org/W2920873208","https://openalex.org/W2963341956","https://openalex.org/W3121547932","https://openalex.org/W3122183745","https://openalex.org/W3123123374","https://openalex.org/W3123440709","https://openalex.org/W3126081245","https://openalex.org/W3166268034","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2603387358","https://openalex.org/W2767445978","https://openalex.org/W2570892890","https://openalex.org/W3092831610","https://openalex.org/W4206057490","https://openalex.org/W962287279","https://openalex.org/W3112734853","https://openalex.org/W2012785328","https://openalex.org/W2342558870"],"abstract_inverted_index":{"The":[0,92],"financial":[1,45,53,74,96,100,105,114,119],"news":[2,41,54,75,97,101,106,115,120],"text":[3,19,55,76,90],"is":[4,81],"distinguished":[5],"from":[6],"other":[7],"corpus":[8],"by":[9],"its":[10],"authoritativeness":[11],"and":[12,25,48,83,104,108,118,126],"characteristics.":[13],"On":[14],"the":[15,62,73,86,124],"basis":[16],"of":[17,40,44,61,65,88,95,129],"customized":[18],"cleanup,":[20],"fine-tune":[21],"Bert":[22],"model,":[23],"segmentation":[24],"Chinese":[26,78],"enterprise":[27],"name":[28],"database,":[29],"we":[30],"propose":[31],"a":[32],"new":[33],"workflow":[34],"framework":[35],"in":[36,56,77],"which":[37],"realizing":[38],"classification":[39,43],"emotion,":[42],"negative":[46],"event":[47],"related":[49],"entity":[50],"recognition":[51],"for":[52],"Chinese.":[57],"In":[58],"general,":[59],"Accuracy":[60],"three":[63],"types":[64],"models":[66],"has":[67],"compliance":[68],"with":[69],"application":[70],"requirements.":[71],"Subsequently,":[72],"analysis":[79,102,121],"system":[80,93],"designed":[82],"implemented":[84],"on":[85],"purpose":[87],"full-cycle":[89],"analysis.":[91],"consists":[94],"collection":[98,116],"module,":[99],"module":[103,117,122],"standardization":[107],"persistence":[109],"module.":[110],"Asynchronous":[111],"design":[112],"between":[113],"ensures":[123],"scalability":[125],"sustainable":[127],"optimization":[128],"system.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
