{"id":"https://openalex.org/W2883381449","doi":null,"title":"Big Data Analytics- Application of Artificial Neural Network in Forecasting Stock Price Trends in India","display_name":"Big Data Analytics- Application of Artificial Neural Network in Forecasting Stock Price Trends in India","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2883381449","mag":"2883381449"},"language":"en","primary_location":{"id":"pmh:oai:researchonline.jcu.edu.au:54489","doi":null,"is_oa":false,"landing_page_url":"https://researchonline.jcu.edu.au/54489/1/54489_Desti_2018.pdf","pdf_url":"https://researchonline.jcu.edu.au/54489/1/54489_Desti_2018.pdf","source":{"id":"https://openalex.org/S4377196350","display_name":"ResearchOnline - JCU (James Cook University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86467917","host_organization_name":"James Cook University","host_organization_lineage":["https://openalex.org/I86467917"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"volume":null,"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3665321","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063789099","display_name":"Marxia Oli Sigo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marxia Oli Sigo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011155231","display_name":"Murugesan Selvam","orcid":"https://orcid.org/0000-0003-0173-4586","observed_orcids":["https://orcid.org/0000-0003-0173-4586"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murugesan Selvam","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0173-4586","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022683807","display_name":"Balasundram Maniam","orcid":"https://orcid.org/0000-0002-9293-3072","observed_orcids":["https://orcid.org/0000-0002-9293-3072"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Balasundram Maniam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050854228","display_name":"Desti Kannaiah","orcid":"https://orcid.org/0000-0003-0451-1046","observed_orcids":["https://orcid.org/0000-0003-0451-1046"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Desti Kannaiah","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0451-1046","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091571860","display_name":"Chinnadurai Kathiravan","orcid":"https://orcid.org/0000-0002-2064-1927","observed_orcids":["https://orcid.org/0000-0002-2064-1927"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chinnadurai Kathiravan","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2064-1927","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5073945083","display_name":"Vadivel Thanikachalam","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vadivel Thanikachalam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.776,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.981814,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"3","first_page":"1","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/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"}},{"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-price-prediction","display_name":"stock price prediction","score":0.9950000047683716},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9440000057220459},{"id":"https://openalex.org/keywords/stock-market-trends","display_name":"stock market trends","score":0.7369999885559082},{"id":"https://openalex.org/keywords/bombay-stock-exchange","display_name":"Bombay Stock Exchange","score":0.9380000233650208},{"id":"https://openalex.org/keywords/reliance-industries","display_name":"Reliance Industries","score":0.8740000128746033},{"id":"https://openalex.org/keywords/tata-consultancy-services","display_name":"Tata Consultancy Services","score":0.9980000257492065},{"id":"https://openalex.org/keywords/hdfc-bank","display_name":"HDFC Bank","score":0.9990000128746033},{"id":"https://openalex.org/keywords/stock-market-volatility","display_name":"stock market volatility","score":0.4620000123977661},{"id":"https://openalex.org/keywords/investment-decisions","display_name":"investment decision-making","score":0.6990000009536743},{"id":"https://openalex.org/keywords/indian-stock-market","display_name":"Indian stock market","score":0.7900000214576721}],"concepts":[{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.6173454523086548},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.5569218397140503},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.5428973436355591},{"id":"https://openalex.org/C193445137","wikidata":"https://www.wikidata.org/wiki/Q471719","display_name":"Market capitalization","level":4,"score":0.538884162902832},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.5337755680084229},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.511504054069519},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5112929344177246},{"id":"https://openalex.org/C88389905","wikidata":"https://www.wikidata.org/wiki/Q223371","display_name":"Stock market index","level":4,"score":0.49669843912124634},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4506136476993561},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4012744128704071},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3853062093257904},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.2815340757369995},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15061166882514954},{"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},{"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/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:researchonline.jcu.edu.au:54489","doi":null,"is_oa":false,"landing_page_url":"https://researchonline.jcu.edu.au/54489/1/54489_Desti_2018.pdf","pdf_url":"https://researchonline.jcu.edu.au/54489/1/54489_Desti_2018.pdf","source":{"id":"https://openalex.org/S4377196350","display_name":"ResearchOnline - JCU (James Cook University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I86467917","host_organization_name":"James Cook University","host_organization_lineage":["https://openalex.org/I86467917"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"mag:3122371129","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3665321","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},{"id":"mag:2883381449","doi":null,"is_oa":false,"landing_page_url":"https://www.abacademies.org/articles/Big-Data-Analytics-Application-of-Artificial-Neural-Network-In-Forecasting-Stock-Price-Trends-in-India-1528-2635-22-3-225.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764672172","display_name":"Academy of Accounting and Financial Studies journal","issn_l":"1096-3685","issn":["1096-3685"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","poland-20"],"host_organization":"https://openalex.org/P4310315810","host_organization_name":"Allied Academies","host_organization_lineage":["https://openalex.org/P4310315810","https://openalex.org/P4310320466"],"host_organization_lineage_names":["Allied Academies","OMICS Publishing Group"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Academy of Accounting and Financial Studies journal","raw_type":null}],"best_oa_location":{"id":"mag:3122371129","doi":null,"is_oa":true,"landing_page_url":"https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3665321","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SSRN Electronic Journal","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4396909218","https://openalex.org/W1996984227","https://openalex.org/W7054544649","https://openalex.org/W7098398375","https://openalex.org/W3125621577","https://openalex.org/W2552211361","https://openalex.org/W4389505778","https://openalex.org/W7110978217","https://openalex.org/W3194426173","https://openalex.org/W2197724074"],"abstract_inverted_index":{"The":[0,14,42,67,150],"world":[1],"has":[2,74],"become":[3,75],"data":[4],"driven,":[5],"which":[6],"highly":[7],"accentuated":[8],"the":[9,23,32,39,45,51,71,79,87,96,102,115,137,143,153,157,168,174],"utilization":[10],"of":[11,16,38,44,56,81,101,110,152],"information":[12],"technology.":[13],"movements":[15,55],"stock":[17,53,60,88,169],"markets":[18],"are":[19],"influenced,":[20],"by":[21,171],"both":[22],"micro":[24],"as":[25,27],"well":[26,162],"macro":[28],"economic":[29],"variables":[30],"including":[31],"legal":[33],"framework":[34],"and":[35,59,84,90,132],"taxation":[36],"policies":[37],"respective":[40],"economies.":[41],"crux":[43],"issue":[46],"lies":[47],"in":[48,69,86,108,114,120,173],"exactly":[49],"forecasting":[50,70],"future":[52],"price":[54],"individual":[57],"firms":[58],"indices,":[61],"based":[62],"on":[63],"historical":[64],"past":[65],"prices.":[66],"accuracy,":[68],"market":[72,111],"trend,":[73],"difficult":[76],"due":[77],"to":[78,148,159,166],"prevalence":[80],"stochastic":[82],"behaviour":[83],"volatility":[85],"prices":[89],"index":[91],"movements.":[92],"This":[93],"paper":[94],"analyses":[95],"non-":[97],"linear":[98],"movement":[99],"pattern":[100],"most":[103,175],"volatile,":[104],"top":[105],"three":[106],"stocks":[107],"terms":[109],"capitalization,":[112],"listed":[113],"Bombay":[116],"Stock":[117],"Exchange":[118],"(BSE)":[119],"India,":[121],"namely":[122],"Reliance":[123],"Industries":[124],"Limited":[125,131],"(RIL),":[126],"Tata":[127],"Consultancy":[128],"Services":[129],"(TCS)":[130],"HDFC":[133],"Bank":[134],"Limited,":[135],"using":[136],"Artificial":[138],"Neural":[139],"Network":[140],"(ANN)":[141],"for":[142],"study":[144,154],"period":[145],"from":[146],"2008":[147],"2017.":[149],"findings":[151],"would":[155],"help":[156],"investors,":[158],"make":[160],"rational,":[161],"informed":[163],"investment":[164],"decisions,":[165],"optimize":[167],"returns":[170],"investing":[172],"valuable":[176],"stocks.":[177]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":8}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2018-08-03T00:00:00"}