{"id":"https://openalex.org/W3078092085","doi":"https://doi.org/10.33422/conferenceme.2019.11.641","title":"Stock Price Prediction Using Support Vector Machine Approach","display_name":"Stock Price Prediction Using Support Vector Machine Approach","publication_year":2019,"publication_date":"2019-11-08","ids":{"openalex":"https://openalex.org/W3078092085","doi":"https://doi.org/10.33422/conferenceme.2019.11.641","mag":"3078092085"},"language":"en","primary_location":{"id":"doi:10.33422/conferenceme.2019.11.641","doi":"https://doi.org/10.33422/conferenceme.2019.11.641","is_oa":true,"landing_page_url":"https://doi.org/10.33422/conferenceme.2019.11.641","pdf_url":"http://www.dpublication.com/wp-content/uploads/2019/11/24-ME.pdf","source":{"id":"https://openalex.org/S4394906765","display_name":"Proceedings of the International Academic Conference on Management and Economics","issn_l":"3030-069X","issn":["3030-069X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The International Academic Conference on Management and Economics","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.dpublication.com/wp-content/uploads/2019/11/24-ME.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055109046","display_name":"Naliniprava Tripathy","orcid":"https://orcid.org/0000-0003-2652-8690","observed_orcids":["https://orcid.org/0000-0003-2652-8690"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Naliniprava Tripathy","raw_affiliation_strings":["Indian Institute of Management"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Management","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5055109046"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3611,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.63336242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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/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"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-price-prediction","display_name":"stock price prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8399999737739563},{"id":"https://openalex.org/keywords/hit-rate","display_name":"hit rate","score":0.9610000252723694},{"id":"https://openalex.org/keywords/indian-stock-market","display_name":"Indian stock market","score":0.7509999871253967},{"id":"https://openalex.org/keywords/short-term-and-medium-term-forecasting","display_name":"short-term and medium-term forecasting","score":0.6000000238418579},{"id":"https://openalex.org/keywords/2008-financial-crisis","display_name":"2008 financial crisis","score":0.8899999856948853}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6722851991653442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5945724248886108},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5428928732872009},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.5334973931312561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34266218543052673},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32751476764678955},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17870983481407166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1036078929901123},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.06899824738502502},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.33422/conferenceme.2019.11.641","doi":"https://doi.org/10.33422/conferenceme.2019.11.641","is_oa":true,"landing_page_url":"https://doi.org/10.33422/conferenceme.2019.11.641","pdf_url":"http://www.dpublication.com/wp-content/uploads/2019/11/24-ME.pdf","source":{"id":"https://openalex.org/S4394906765","display_name":"Proceedings of the International Academic Conference on Management and Economics","issn_l":"3030-069X","issn":["3030-069X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The International Academic Conference on Management and Economics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.33422/conferenceme.2019.11.641","doi":"https://doi.org/10.33422/conferenceme.2019.11.641","is_oa":true,"landing_page_url":"https://doi.org/10.33422/conferenceme.2019.11.641","pdf_url":"http://www.dpublication.com/wp-content/uploads/2019/11/24-ME.pdf","source":{"id":"https://openalex.org/S4394906765","display_name":"Proceedings of the International Academic Conference on Management and Economics","issn_l":"3030-069X","issn":["3030-069X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The International Academic Conference on Management and Economics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5299999713897705}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3078092085.pdf","grobid_xml":"https://content.openalex.org/works/W3078092085.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1920661432","https://openalex.org/W1944057139","https://openalex.org/W1981531537","https://openalex.org/W1988518729","https://openalex.org/W2009880058","https://openalex.org/W2012079387","https://openalex.org/W2040884411","https://openalex.org/W2070272652","https://openalex.org/W2085831731","https://openalex.org/W2109181216","https://openalex.org/W2115682519","https://openalex.org/W2165556454","https://openalex.org/W2294818885","https://openalex.org/W2340519628","https://openalex.org/W2565353095","https://openalex.org/W4229733084"],"related_works":["https://openalex.org/W2737799997","https://openalex.org/W2347663802","https://openalex.org/W4205286989","https://openalex.org/W4297370948","https://openalex.org/W3109486568","https://openalex.org/W4328095722","https://openalex.org/W6931005670","https://openalex.org/W2972593613","https://openalex.org/W2009833518","https://openalex.org/W7218296367"],"abstract_inverted_index":{"The":[0],"present":[1],"study":[2,31,48,62,84,102],"predicts":[3],"the":[4,7,10,30,39,42,47,51,66,69,113],"direction":[5,67],"of":[6,9,13,41,46,68],"movement":[8,71],"closing":[11,75,82],"price":[12,76],"S&P":[14],"BSE":[15],"TECK":[16],"index":[17],"from":[18],"January":[19,22],"2008":[20],"to":[21,37,99],"2018":[23],"by":[24,110],"using":[25],"Support":[26],"Vector":[27],"Machines":[28],"model.Further,":[29],"uses":[32],"performance":[33,92],"measurement":[34],"'Hit":[35],"ratio'":[36],"determine":[38],"accuracy":[40,54],"SVM":[43,87],"model.The":[44],"outcomes":[45],"indicate":[49],"that":[50,65,86,104],"average":[52],"prediction":[53,91],"is":[55,72,77],"60.2%":[56],"after":[57],"financial":[58],"crises":[59],"period":[60],"2008.The":[61],"also":[63],"finds":[64],"market":[70],"positive":[73],"when":[74],"higher":[78],"than":[79],"previous":[80],"day's":[81],"price.The":[83],"suggests":[85],"model":[88],"has":[89],"better":[90],"in":[93,112],"short":[94],"and":[95],"medium":[96],"term":[97],"compared":[98],"long":[100],"term.The":[101],"indicates":[103],"an":[105],"investor":[106],"can":[107],"make":[108],"profit":[109],"investing":[111],"Indian":[114],"stock":[115],"market.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-09-06T09:10:53.072986","created_date":"2020-08-24T00:00:00"}