{"id":"https://openalex.org/W4404032475","doi":"https://doi.org/10.1109/icccnt61001.2024.10725136","title":"Machine Learning for GDP Forecasting: Enhancing Economic Projections in Bangladesh","display_name":"Machine Learning for GDP Forecasting: Enhancing Economic Projections in Bangladesh","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032475","doi":"https://doi.org/10.1109/icccnt61001.2024.10725136"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725136","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5095775271","display_name":"Md. Saymon Ahammad","orcid":"https://orcid.org/0009-0007-0918-583X"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Saymon Ahammad","raw_affiliation_strings":["Daffodil International University,Department of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099046876","display_name":"Sadia Akter Sinthia","orcid":"https://orcid.org/0009-0007-7927-8417"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sadia Akter Sinthia","raw_affiliation_strings":["Daffodil International University,Department of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101374353","display_name":"Mahjabeen Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahjabeen Hossain","raw_affiliation_strings":["Daffodil International University,Department of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042086764","display_name":"Md Raihan Ahmed","orcid":"https://orcid.org/0000-0003-1459-8157"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Mustak Ahmed","raw_affiliation_strings":["Daffodil International University,Department of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103284908","display_name":"Masroor Ikram","orcid":"https://orcid.org/0000-0001-7200-9117"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Nurul Afsar Ikram","raw_affiliation_strings":["Daffodil International University,Department of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5099046877","display_name":"Nur-A-All Asif","orcid":"https://orcid.org/0009-0003-1625-0530"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nur-A-All Asif","raw_affiliation_strings":["Daffodil International University,Department of CSE,Dhaka,Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University,Department of CSE,Dhaka,Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5095775271"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.8666,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79496663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10007","display_name":"Monetary Policy and Economic Impact","score":0.8417999744415283,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and 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"}},"topics":[{"id":"https://openalex.org/T10007","display_name":"Monetary Policy and Economic Impact","score":0.8417999744415283,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and 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":0.7652000188827515,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.7443000078201294,"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/economic-forecasting","display_name":"Economic forecasting","score":0.5694900155067444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5211251378059387},{"id":"https://openalex.org/keywords/economic-indicator","display_name":"Economic indicator","score":0.4425842761993408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4395015835762024},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3345673680305481},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.31179264187812805},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2649771571159363},{"id":"https://openalex.org/keywords/macroeconomics","display_name":"Macroeconomics","score":0.2100599706172943}],"concepts":[{"id":"https://openalex.org/C163068380","wikidata":"https://www.wikidata.org/wiki/Q3409313","display_name":"Economic forecasting","level":2,"score":0.5694900155067444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5211251378059387},{"id":"https://openalex.org/C202353208","wikidata":"https://www.wikidata.org/wiki/Q1167393","display_name":"Economic indicator","level":2,"score":0.4425842761993408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4395015835762024},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3345673680305481},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.31179264187812805},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2649771571159363},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.2100599706172943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725136","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.75,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1989783051","https://openalex.org/W1992624398","https://openalex.org/W2386430651","https://openalex.org/W2964476404","https://openalex.org/W3000130332","https://openalex.org/W3116754792","https://openalex.org/W3120128645","https://openalex.org/W3143708365","https://openalex.org/W3176210222","https://openalex.org/W3179337929","https://openalex.org/W4206190916","https://openalex.org/W4225261919","https://openalex.org/W4245935535","https://openalex.org/W4285228770","https://openalex.org/W4391296262"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"GDP":[0,19,28,56,77,107],"is":[1,21,30,92,108,137],"an":[2],"important":[3,22],"metric":[4],"for":[5,23,32,141],"measuring":[6],"economic":[7,34],"performance,":[8],"directing":[9,36],"policy":[10],"decisions,":[11,14],"simplifying":[12],"investment":[13],"and":[15,39,96,105,132,160,170],"assessing":[16],"social":[17],"wellbeing.":[18],"prediction":[20,29],"a":[24],"country\u2019s":[25],"future":[26],"development.":[27],"critical":[31],"shaping":[33],"policies,":[35],"company":[37],"strategy":[38],"affecting":[40],"financial":[41],"market":[42],"performance.":[43],"Machine":[44,114],"Learning":[45],"with":[46,145,152,162],"its":[47],"sophisticated":[48],"techniques":[49,71],"can":[50],"easily":[51],"assist":[52],"in":[53,78,129],"predicting":[54],"the":[55,62,79,86,97,106,133,139,146,163],"of":[57,148,165],"any":[58],"country":[59],"according":[60],"to":[61,74],"previous":[63,87],"yearly":[64],"dataset.":[65],"In":[66],"this":[67,130],"study,":[68],"machine":[69],"learning":[70,115],"are":[72,127],"applied":[73],"forecast":[75],"Bangladesh\u2019s":[76],"coming":[80],"years":[81],"based":[82],"on":[83,111],"data":[84],"spanning":[85],"43":[88],"years.":[89],"The":[90,100],"dataset":[91,101],"collected":[93],"from":[94],"Wikipedia":[95],"World":[98],"Bank.":[99],"has":[102],"nine":[103],"features":[104],"highly":[109],"dependent":[110],"these":[112],"features.":[113],"algorithms":[116],"like":[117],"Linear":[118,158],"Regression,":[119],"Random":[120,153],"Forest,":[121,154],"AdaBoost,":[122,157],"KNN,":[123],"Decision":[124,155],"Tree,":[125,156],"Lasso":[126,161],"used":[128],"research":[131],"best":[134],"performing":[135],"model":[136],"always":[138],"KNN":[140],"all":[142],"alpha":[143],"values":[144],"accuracy":[147,164],"98.40%":[149],"go":[150],"along":[151],"Regression":[159],"95.80%,":[166],"95.32%,":[167],"95.05%,":[168],"90.78%":[169],"67.14%":[171],"respectively.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
