{"id":"https://openalex.org/W4392507783","doi":"https://doi.org/10.3390/jtaer19010029","title":"The Impact of Academic Publications over the Last Decade on Historical Bitcoin Prices Using Generative Models","display_name":"The Impact of Academic Publications over the Last Decade on Historical Bitcoin Prices Using Generative Models","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392507783","doi":"https://doi.org/10.3390/jtaer19010029"},"language":"en","primary_location":{"id":"doi:10.3390/jtaer19010029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer19010029","pdf_url":"https://www.mdpi.com/0718-1876/19/1/29/pdf?version=1709696517","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/0718-1876/19/1/29/pdf?version=1709696517","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072430260","display_name":"Adela B\u00e2r\u00e3","orcid":"https://orcid.org/0000-0002-0961-352X"},"institutions":[{"id":"https://openalex.org/I33800924","display_name":"Academia Oamenilor de \u0218tiin\u021b\u0103 din Rom\u00e2nia","ror":"https://ror.org/04ybnj478","country_code":"RO","type":"facility","lineage":["https://openalex.org/I33800924"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adela B\u00e2ra","raw_affiliation_strings":["Academy of Romanian Scientists, Ilfov 3, 050044 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0002-0961-352X","affiliations":[{"raw_affiliation_string":"Academy of Romanian Scientists, Ilfov 3, 050044 Bucharest, Romania","institution_ids":["https://openalex.org/I33800924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035700125","display_name":"Simona\u2010Vasilica Oprea","orcid":"https://orcid.org/0000-0002-9005-5181"},"institutions":[{"id":"https://openalex.org/I88491126","display_name":"Bucharest University of Economic Studies","ror":"https://ror.org/04yvncj21","country_code":"RO","type":"education","lineage":["https://openalex.org/I88491126"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Simona-Vasilica Oprea","raw_affiliation_strings":["Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, No. 6 Pia\u0163a Roman\u0103, 010374 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0002-9005-5181","affiliations":[{"raw_affiliation_string":"Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, No. 6 Pia\u0163a Roman\u0103, 010374 Bucharest, Romania","institution_ids":["https://openalex.org/I88491126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035700125"],"corresponding_institution_ids":["https://openalex.org/I88491126"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1082},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1082},"fwci":8.5236,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.97470413,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"538","last_page":"560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11059","display_name":"Market Dynamics and Volatility","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9821000099182129,"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/generative-grammar","display_name":"Generative grammar","score":0.8022867441177368},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4751277565956116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4401785433292389},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.4050290286540985},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39762842655181885},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.35552161931991577},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.3237915337085724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24496859312057495}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.8022867441177368},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4751277565956116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4401785433292389},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4050290286540985},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39762842655181885},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35552161931991577},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3237915337085724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24496859312057495}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/jtaer19010029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer19010029","pdf_url":"https://www.mdpi.com/0718-1876/19/1/29/pdf?version=1709696517","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e734f4bc43e746cfa2164bb7e25505fe","is_oa":false,"landing_page_url":"https://doaj.org/article/e734f4bc43e746cfa2164bb7e25505fe","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research, Vol 19, Iss 1, Pp 538-560 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jtaer19010029","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jtaer19010029","pdf_url":"https://www.mdpi.com/0718-1876/19/1/29/pdf?version=1709696517","source":{"id":"https://openalex.org/S27967161","display_name":"Journal of theoretical and applied electronic commerce research","issn_l":"0718-1876","issn":["0718-1876"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Theoretical and Applied Electronic Commerce Research","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330607","display_name":"Academia Oamenilor de \u0218tiin\u021b\u0103 din Rom\u00e2nia","ror":"https://ror.org/04ybnj478"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392507783.pdf"},"referenced_works_count":81,"referenced_works":["https://openalex.org/W1614298861","https://openalex.org/W1880262756","https://openalex.org/W2098126593","https://openalex.org/W2153579005","https://openalex.org/W2159426623","https://openalex.org/W2626566727","https://openalex.org/W2793178310","https://openalex.org/W2896457183","https://openalex.org/W2914813369","https://openalex.org/W2915472041","https://openalex.org/W2953100082","https://openalex.org/W2955795754","https://openalex.org/W2956521749","https://openalex.org/W2962686197","https://openalex.org/W2962949169","https://openalex.org/W3003951943","https://openalex.org/W3036587696","https://openalex.org/W3088517739","https://openalex.org/W3111842604","https://openalex.org/W3121665157","https://openalex.org/W3126895489","https://openalex.org/W3133061304","https://openalex.org/W3135893170","https://openalex.org/W3137384820","https://openalex.org/W3137936950","https://openalex.org/W3158755204","https://openalex.org/W3208582933","https://openalex.org/W4200243358","https://openalex.org/W4200266953","https://openalex.org/W4200421800","https://openalex.org/W4214545884","https://openalex.org/W4214709559","https://openalex.org/W4220827797","https://openalex.org/W4223569375","https://openalex.org/W4224140185","https://openalex.org/W4224274944","https://openalex.org/W4225064854","https://openalex.org/W4280640105","https://openalex.org/W4281493246","https://openalex.org/W4282835636","https://openalex.org/W4285084179","https://openalex.org/W4292550651","https://openalex.org/W4292702626","https://openalex.org/W4294700350","https://openalex.org/W4295602143","https://openalex.org/W4298127196","https://openalex.org/W4298146605","https://openalex.org/W4304756666","https://openalex.org/W4310169969","https://openalex.org/W4310423842","https://openalex.org/W4313398738","https://openalex.org/W4313509021","https://openalex.org/W4315853251","https://openalex.org/W4317605969","https://openalex.org/W4319865955","https://openalex.org/W4319969357","https://openalex.org/W4321091647","https://openalex.org/W4321483407","https://openalex.org/W4322207679","https://openalex.org/W4322705771","https://openalex.org/W4323256842","https://openalex.org/W4323688008","https://openalex.org/W4323854069","https://openalex.org/W4362455260","https://openalex.org/W4376480819","https://openalex.org/W4376606574","https://openalex.org/W4378229086","https://openalex.org/W4378418186","https://openalex.org/W4378894627","https://openalex.org/W4380421194","https://openalex.org/W4382988436","https://openalex.org/W4386030531","https://openalex.org/W4386306620","https://openalex.org/W4387059552","https://openalex.org/W6639619044","https://openalex.org/W6783138368","https://openalex.org/W6804641112","https://openalex.org/W6809855618","https://openalex.org/W6842657822","https://openalex.org/W6844058931","https://openalex.org/W6853765919"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W2280377497","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702","https://openalex.org/W2967848559","https://openalex.org/W4283803360"],"abstract_inverted_index":{"Since":[0],"2012,":[1],"researchers":[2],"have":[3],"explored":[4],"various":[5],"factors":[6],"influencing":[7],"Bitcoin":[8,48,67,111,133,148],"prices.":[9,49],"Up":[10],"until":[11],"the":[12,29,43,80,85,98,117,120,126,145,154,166,169,179,195],"end":[13],"of":[14,31,37,45,88,128,147,201],"July":[15],"2023,":[16],"more":[17],"than":[18],"9100":[19],"research":[20,59,70,121,187],"papers":[21],"on":[22,47,62,116],"cryptocurrencies":[23,63],"were":[24],"published":[25],"and":[26,66,91,104,106,178,198,206],"indexed":[27],"in":[28,64,123,157],"Web":[30],"Science":[32],"Clarivate":[33],"platform.":[34],"The":[35,69,161],"objective":[36],"this":[38,158],"paper":[39],"is":[40,113,135],"to":[41,53,75,109,131,192,210],"analyze":[42],"impact":[44],"publications":[46,130],"This":[50],"study":[51],"aims":[52],"uncover":[54],"significant":[55],"themes":[56],"within":[57],"these":[58],"articles,":[60],"focusing":[61],"general":[65],"specifically.":[68],"employs":[71],"latent":[72],"Dirichlet":[73],"allocation":[74],"identify":[76],"key":[77],"topics":[78,163],"from":[79,165],"unstructured":[81],"abstracts.":[82],"To":[83],"determine":[84],"optimal":[86],"number":[87],"topics,":[89],"perplexity":[90],"topic":[92],"coherence":[93],"metrics":[94],"are":[95,100,150,168],"calculated.":[96],"Additionally,":[97],"abstracts":[99],"processed":[101],"using":[102],"BERT-transformers":[103],"Word2Vec":[105],"their":[107],"potential":[108,127],"predict":[110],"prices":[112,134,149],"assessed.":[114],"Based":[115],"results,":[118],"while":[119],"helps":[122],"understanding":[124],"cryptocurrencies,":[125],"academic":[129],"influence":[132],"not":[136,151],"significant,":[137],"demonstrating":[138],"a":[139],"weak":[140],"connection.":[141],"In":[142],"other":[143],"words,":[144],"movements":[146],"influenced":[152],"by":[153],"scientific":[155],"writing":[156],"specific":[159],"field.":[160],"primary":[162],"emerging":[164],"analysis":[167],"blockchain,":[170],"market":[171],"dynamics,":[172],"transactions,":[173],"pricing":[174],"trends,":[175],"network":[176],"security,":[177],"mining":[180],"process.":[181],"These":[182],"findings":[183],"suggest":[184],"that":[185],"future":[186],"should":[188],"pay":[189],"closer":[190],"attention":[191],"issues":[193],"like":[194],"energy":[196],"demands":[197],"environmental":[199],"impacts":[200],"mining,":[202],"anti-money":[203],"laundering":[204],"measures,":[205],"behavioral":[207],"aspects":[208],"related":[209],"cryptocurrencies.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":8}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}