{"id":"https://openalex.org/W4306660757","doi":"https://doi.org/10.1007/978-3-031-20029-8_27","title":"Stock Price Trend Prediction Using LSTM and Sentiment Analysis on News Headlines","display_name":"Stock Price Trend Prediction Using LSTM and Sentiment Analysis on News Headlines","publication_year":2022,"publication_date":"2022-10-17","ids":{"openalex":"https://openalex.org/W4306660757","doi":"https://doi.org/10.1007/978-3-031-20029-8_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20029-8_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20029-8_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5025037994","display_name":"Jung-Bin Li","orcid":"https://orcid.org/0000-0002-3035-2133"},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jung-Bin Li","raw_affiliation_strings":["Department of Statistics and Information Science, Fu Jen Catholic University, New Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Information Science, Fu Jen Catholic University, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062637484","display_name":"Szu\u2010Yin Lin","orcid":"https://orcid.org/0000-0002-2533-0466"},"institutions":[{"id":"https://openalex.org/I75430998","display_name":"National Ilan University","ror":"https://ror.org/01npf0s58","country_code":"TW","type":"education","lineage":["https://openalex.org/I75430998"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Szu-Yin Lin","raw_affiliation_strings":["Department of Computer Science and and Information Engineering, National Ilan University, Yilan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and and Information Engineering, National Ilan University, Yilan, Taiwan","institution_ids":["https://openalex.org/I75430998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108639433","display_name":"Fang\u2212Yie Leu","orcid":null},"institutions":[{"id":"https://openalex.org/I169090423","display_name":"Tunghai University","ror":"https://ror.org/00zhvdn11","country_code":"TW","type":"education","lineage":["https://openalex.org/I169090423"]},{"id":"https://openalex.org/I192703390","display_name":"Ming Chuan University","ror":"https://ror.org/02pgvzy25","country_code":"TW","type":"education","lineage":["https://openalex.org/I192703390"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fang-Yie Leu","raw_affiliation_strings":["Department of Computer Science, Tunghai University, Taichung, Taiwan","Emergency Response Management Center, Ming Chung University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Tunghai University, Taichung, Taiwan","institution_ids":["https://openalex.org/I169090423"]},{"raw_affiliation_string":"Emergency Response Management Center, Ming Chung University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I192703390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028891855","display_name":"Yen-Chu Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Chu Chu","raw_affiliation_strings":["Department of Statistics and Information Science, Fu Jen Catholic University, New Taipei City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and Information Science, Fu Jen Catholic University, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I114150738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108639433"],"corresponding_institution_ids":["https://openalex.org/I169090423","https://openalex.org/I192703390"],"apc_list":null,"apc_paid":null,"fwci":1.8197,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86947123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9968000054359436,"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":0.9968000054359436,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9585000276565552,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9521999955177307,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.817969024181366},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6572802066802979},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.6488295197486877},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.6007054448127747},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.6006008982658386},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5194848775863647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.445590078830719},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.20227894186973572},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.08800306916236877},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06302648782730103},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.049928754568099976}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.817969024181366},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6572802066802979},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.6488295197486877},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.6007054448127747},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.6006008982658386},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5194848775863647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.445590078830719},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20227894186973572},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.08800306916236877},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06302648782730103},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.049928754568099976},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-20029-8_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20029-8_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1531333757","https://openalex.org/W1689711448","https://openalex.org/W1969852690","https://openalex.org/W2005708641","https://openalex.org/W2064675550","https://openalex.org/W2105764387","https://openalex.org/W2209610041","https://openalex.org/W2309415944","https://openalex.org/W2772784825","https://openalex.org/W2811395591","https://openalex.org/W3009240755","https://openalex.org/W3017210109","https://openalex.org/W3123007418","https://openalex.org/W3167775232","https://openalex.org/W3196597305","https://openalex.org/W4230871672"],"related_works":["https://openalex.org/W4352977317","https://openalex.org/W4306660757","https://openalex.org/W3126950392","https://openalex.org/W4281565274","https://openalex.org/W2601854245","https://openalex.org/W2371073704","https://openalex.org/W3166878974","https://openalex.org/W4220889560","https://openalex.org/W4312816795","https://openalex.org/W3125677545"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}