{"id":"https://openalex.org/W3203970111","doi":"https://doi.org/10.1007/978-981-16-4284-5_11","title":"A Comparative Study into Stock Market Prediction Through Various Sentiment Analysis Algorithms","display_name":"A Comparative Study into Stock Market Prediction Through Various Sentiment Analysis Algorithms","publication_year":2021,"publication_date":"2021-09-28","ids":{"openalex":"https://openalex.org/W3203970111","doi":"https://doi.org/10.1007/978-981-16-4284-5_11","mag":"3203970111"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-4284-5_11","doi":"https://doi.org/10.1007/978-981-16-4284-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-4284-5_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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"},"volume":{"id":"https://openalex.org/W3184902220","display_name":"Cyber Intelligence and Information Retrieval"},"type":"book-chapter","is_traditional":true,"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/A5110806637","display_name":"Sandipan Biswas","orcid":"https://orcid.org/0000-0003-3505-081X","observed_orcids":["https://orcid.org/0000-0003-3505-081X"]},"institutions":[{"id":"https://openalex.org/I4405266301","display_name":"Brainware University","ror":"https://ror.org/021g9h582","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405266301"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandipan Biswas","raw_affiliation_strings":["Department of Computer Science and Engineering, Brainware University, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brainware University, West Bengal, India","institution_ids":["https://openalex.org/I4405266301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102584753","display_name":"Shivnath Ghosh","orcid":"https://orcid.org/0000-0001-7368-7139","observed_orcids":["https://orcid.org/0000-0001-7368-7139","https://orcid.org/0009-0008-2524-5641"]},"institutions":[{"id":"https://openalex.org/I4405266301","display_name":"Brainware University","ror":"https://ror.org/021g9h582","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405266301"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivnath Ghosh","raw_affiliation_strings":["Department of Computer Science and Engineering, Brainware University, West Bengal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Brainware University, West Bengal, India","institution_ids":["https://openalex.org/I4405266301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405266301"],"apc_list":null,"apc_paid":null,"fwci":1.2638,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83240557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":1.0,"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":1.0,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.0,"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-market-forecasting","display_name":"stock market prediction","score":0.9829999804496765},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.9110000133514404},{"id":"https://openalex.org/keywords/business-news","display_name":"business news","score":0.9589999914169312},{"id":"https://openalex.org/keywords/naive-bayes","display_name":"naive Bayes","score":0.8259999752044678},{"id":"https://openalex.org/keywords/text-polarity","display_name":"text polarity","score":0.9419999718666077},{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.8209999799728394},{"id":"https://openalex.org/keywords/historical-stock-data","display_name":"historical stock data","score":0.7080000042915344},{"id":"https://openalex.org/keywords/news-sentiment","display_name":"news sentiment","score":0.32199999690055847}],"concepts":[{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.6639730930328369},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.6553528308868408},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.4791238307952881},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4568640887737274},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4477788805961609},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.4264967739582062},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.4177149534225464},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.178277850151062},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1421736180782318},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-4284-5_11","doi":"https://doi.org/10.1007/978-981-16-4284-5_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-4284-5_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W592527527","https://openalex.org/W1579917587","https://openalex.org/W1809255060","https://openalex.org/W1877404476","https://openalex.org/W1985258161","https://openalex.org/W2014566476","https://openalex.org/W2035212075","https://openalex.org/W2047656416","https://openalex.org/W2055503689","https://openalex.org/W2086064897","https://openalex.org/W2096160522","https://openalex.org/W2098162425","https://openalex.org/W2121043186","https://openalex.org/W2133958955","https://openalex.org/W2140190241","https://openalex.org/W2153635508","https://openalex.org/W2417999968","https://openalex.org/W2463280635","https://openalex.org/W2468088448","https://openalex.org/W2492513888","https://openalex.org/W2543580944","https://openalex.org/W2606175140","https://openalex.org/W2783365435","https://openalex.org/W2799486656","https://openalex.org/W2802213954","https://openalex.org/W2904900314","https://openalex.org/W2932169827","https://openalex.org/W2936229715","https://openalex.org/W2938707525","https://openalex.org/W2944430231","https://openalex.org/W2953799892","https://openalex.org/W2954278817","https://openalex.org/W2987719772","https://openalex.org/W2990597424","https://openalex.org/W3001014043","https://openalex.org/W3006801982","https://openalex.org/W3011387630","https://openalex.org/W3048297590","https://openalex.org/W4205950442","https://openalex.org/W4234170634","https://openalex.org/W4235987568","https://openalex.org/W4242121546","https://openalex.org/W4247454733","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4385449824","https://openalex.org/W2730480725","https://openalex.org/W4221150814","https://openalex.org/W4377969674","https://openalex.org/W7215723602","https://openalex.org/W4411338716","https://openalex.org/W2763060201","https://openalex.org/W4411447126","https://openalex.org/W4200411682","https://openalex.org/W2997193501"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2021-10-11T00:00:00"}