{"id":"https://openalex.org/W4400034494","doi":"https://doi.org/10.1109/icdcs59278.2024.10560998","title":"Speculating Future Stock Price in Stock Market Using Feature Scaling and Predictive Models","display_name":"Speculating Future Stock Price in Stock Market Using Feature Scaling and Predictive Models","publication_year":2024,"publication_date":"2024-04-23","ids":{"openalex":"https://openalex.org/W4400034494","doi":"https://doi.org/10.1109/icdcs59278.2024.10560998"},"language":"en","primary_location":{"id":"doi:10.1109/icdcs59278.2024.10560998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs59278.2024.10560998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Devices, Circuits and Systems (ICDCS)","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/A5108619524","display_name":"Mannam Praveen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Praveen M","raw_affiliation_strings":["IFET College of Engineering,Department of Information Technology,Villupuram,India","Department of Information Technology, IFET College of Engineering, Villupuram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFET College of Engineering,Department of Information Technology,Villupuram,India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, IFET College of Engineering, Villupuram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076706801","display_name":"Rosario Gilmary","orcid":"https://orcid.org/0000-0003-3754-9809"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rosario Gilmary","raw_affiliation_strings":["IFET College of Engineering,Department of Information Technology,Villupuram,India","Department of Information Technology, IFET College of Engineering, Villupuram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFET College of Engineering,Department of Information Technology,Villupuram,India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, IFET College of Engineering, Villupuram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099516504","display_name":"N Manvizhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manvizhi N","raw_affiliation_strings":["IFET College of Engineering,Department of Information Technology,Villupuram,India","Department of Information Technology, IFET College of Engineering, Villupuram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFET College of Engineering,Department of Information Technology,Villupuram,India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, IFET College of Engineering, Villupuram, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104335924","display_name":"M Vikram","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vikram M","raw_affiliation_strings":["IFET College of Engineering,Department of Information Technology,Villupuram,India","Department of Information Technology, IFET College of Engineering, Villupuram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFET College of Engineering,Department of Information Technology,Villupuram,India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, IFET College of Engineering, Villupuram, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061848436","display_name":"Vatsal Sanjay","orcid":"https://orcid.org/0000-0002-4293-6099"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sanjay V","raw_affiliation_strings":["IFET College of Engineering,Department of Information Technology,Villupuram,India","Department of Information Technology, IFET College of Engineering, Villupuram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFET College of Engineering,Department of Information Technology,Villupuram,India","institution_ids":[]},{"raw_affiliation_string":"Department of Information Technology, IFET College of Engineering, Villupuram, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10071196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9886000156402588,"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":0.9886000156402588,"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","display_name":"Stock (firearms)","score":0.66152024269104},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.6572220325469971},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.6489790081977844},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.6141619086265564},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5201526284217834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5080349445343018},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37693464756011963},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.3215011954307556},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.30147069692611694},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14207136631011963},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.10948437452316284},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08828800916671753},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07297751307487488}],"concepts":[{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.66152024269104},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.6572220325469971},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.6489790081977844},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6141619086265564},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5201526284217834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5080349445343018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37693464756011963},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3215011954307556},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.30147069692611694},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14207136631011963},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.10948437452316284},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08828800916671753},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07297751307487488},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdcs59278.2024.10560998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdcs59278.2024.10560998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Devices, Circuits and Systems (ICDCS)","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/W4297999768","https://openalex.org/W4304091823","https://openalex.org/W4315628873","https://openalex.org/W4365478850","https://openalex.org/W4385172885","https://openalex.org/W4385360916","https://openalex.org/W4386918220","https://openalex.org/W4387262277","https://openalex.org/W4387402605","https://openalex.org/W4388575137"],"related_works":["https://openalex.org/W2370669686","https://openalex.org/W247222457","https://openalex.org/W1488120909","https://openalex.org/W3124131549","https://openalex.org/W3008476150","https://openalex.org/W2152348935","https://openalex.org/W2887069341","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W2093710055"],"abstract_inverted_index":{"Forecasting":[0],"stock":[1,43,69,113],"prices":[2],"accurately":[3],"is":[4,29],"challenging":[5],"due":[6],"to":[7,24,51,73,82],"market":[8,70,114],"volatility.":[9],"This":[10],"project":[11],"explores":[12],"utilizing":[13],"Long":[14],"Short-Term":[15],"Memory":[16],"(LSTM)":[17],"neural":[18],"networks":[19],"with":[20,88,108],"Google":[21,47,66,105],"Trends":[22,48,67,106],"data":[23,44,107],"enhance":[25],"prediction":[26],"accuracy.":[27],"LSTM":[28,59,85,109],"ideal":[30],"for":[31,55,110],"capturing":[32],"complex":[33],"patterns":[34,62],"in":[35],"financial":[36],"data.":[37],"We":[38,79],"collect":[39],"and":[40,45,63,68,77,96,118],"preprocess":[41],"historical":[42],"relevant":[46],"search":[49],"volumes":[50],"create":[52],"a":[53],"dataset":[54],"the":[56,84,101],"model.":[57],"The":[58,98],"model":[60],"learns":[61],"correlations":[64],"between":[65],"movements.":[71],"aiming":[72],"capture":[74],"valuable":[75],"views":[76],"insights.":[78],"conduct":[80],"experiments":[81],"compare":[83],"model's":[86],"performance":[87],"traditional":[89],"methods,":[90],"evaluating":[91],"metrics":[92],"like":[93],"accuracy,":[94],"precision,":[95],"recall.":[97],"results":[99],"demonstrate":[100],"potential":[102],"of":[103],"integrating":[104],"more":[111],"accurate":[112],"predictions,":[115],"benefiting":[116],"investors":[117],"analysts.":[119]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}