{"id":"https://openalex.org/W2899188509","doi":"https://doi.org/10.3233/978-1-61499-918-8-213","title":"Do Positive Twitter Messages Have Impact on Stock Liquidity?","display_name":"Do Positive Twitter Messages Have Impact on Stock Liquidity?","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2899188509","doi":"https://doi.org/10.3233/978-1-61499-918-8-213","mag":"2899188509"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-918-8-213","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-918-8-213","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2117/134019","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044264812","display_name":"Abdirahmani Aliasghar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdirahmani Aliasghar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Angulo Cecilio","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angulo Cecilio","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1084997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9383000135421753,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9383000135421753,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social 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":0.9265999794006348,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9047999978065491,"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/market-liquidity","display_name":"Market liquidity","score":0.737026572227478},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.621345043182373},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4503619968891144},{"id":"https://openalex.org/keywords/monetary-economics","display_name":"Monetary economics","score":0.4015966057777405},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.3858715295791626},{"id":"https://openalex.org/keywords/financial-system","display_name":"Financial system","score":0.3415529131889343},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.33851778507232666},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1939762830734253}],"concepts":[{"id":"https://openalex.org/C183582576","wikidata":"https://www.wikidata.org/wiki/Q184783","display_name":"Market liquidity","level":2,"score":0.737026572227478},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.621345043182373},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4503619968891144},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.4015966057777405},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3858715295791626},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.3415529131889343},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33851778507232666},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1939762830734253},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-918-8-213","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-918-8-213","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:upcommons.upc.edu:2117/134019","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/134019","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference lecture"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/134019","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/134019","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference lecture"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2486784793","https://openalex.org/W1997199157","https://openalex.org/W4388132497","https://openalex.org/W3013597983","https://openalex.org/W4205692705","https://openalex.org/W3098610666","https://openalex.org/W3123074800","https://openalex.org/W3125641632","https://openalex.org/W3121222132","https://openalex.org/W1544412370"],"abstract_inverted_index":{"Social":[0],"media":[1,21,56],"is":[2,39],"a":[3],"phenomenon":[4],"that":[5,61],"has":[6,22],"transformed":[7],"the":[8,15,44,59],"interaction":[9],"and":[10],"communication":[11],"of":[12,26,36,46],"individuals":[13],"throughout":[14],"world.":[16],"In":[17],"recent":[18],"times,":[19],"social":[20,55],"affected":[23],"many":[24],"aspects":[25],"human":[27],"communication,":[28],"as":[29,31],"well":[30],"business.":[32],"The":[33],"main":[34],"objective":[35],"our":[37],"research":[38],"to":[40,51],"figure":[41],"out":[42,53],"about":[43],"role":[45],"Twitter":[47],"on":[48,58],"stock":[49],"market":[50],"find":[52],"how":[54],"impacts":[57],"business":[60],"predictions":[62],"fail.":[63]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}