{"id":"https://openalex.org/W2888416347","doi":"https://doi.org/10.1007/s11042-018-6388-4","title":"Twitter permeability to financial events: an experiment towards a model for sensing irregularities","display_name":"Twitter permeability to financial events: an experiment towards a model for sensing irregularities","publication_year":2018,"publication_date":"2018-08-20","ids":{"openalex":"https://openalex.org/W2888416347","doi":"https://doi.org/10.1007/s11042-018-6388-4","mag":"2888416347"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-018-6388-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-018-6388-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-018-6388-4.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-018-6388-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091308112","display_name":"Ana Fern\u00e1ndez Vilas","orcid":"https://orcid.org/0000-0003-1047-2143"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ana Fern\u00e1ndez Vilas","raw_affiliation_strings":["I&C Laboratory AtlantTIC Research Centre, University of Vigo, Vigo, 36310, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1047-2143","affiliations":[{"raw_affiliation_string":"I&C Laboratory AtlantTIC Research Centre, University of Vigo, Vigo, 36310, Spain","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076160231","display_name":"Rebeca P. D\u0131\u0301az Redondo","orcid":"https://orcid.org/0000-0002-2367-2219"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rebeca P. D\u00edaz Redondo","raw_affiliation_strings":["I&C Laboratory AtlantTIC Research Centre, University of Vigo, Vigo, 36310, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"I&C Laboratory AtlantTIC Research Centre, University of Vigo, Vigo, 36310, Spain","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084629312","display_name":"Keeley Crockett","orcid":"https://orcid.org/0000-0003-1941-6201"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Keeley Crockett","raw_affiliation_strings":["School of Computing, Mathematics & Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics & Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024812409","display_name":"Majdi Owda","orcid":"https://orcid.org/0000-0002-7393-2381"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Majdi Owda","raw_affiliation_strings":["School of Computing, Mathematics & Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics & Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018795032","display_name":"Lewis Evans","orcid":null},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lewis Evans","raw_affiliation_strings":["School of Computing, Mathematics & Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics & Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK","institution_ids":["https://openalex.org/I11983389"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091308112"],"corresponding_institution_ids":["https://openalex.org/I6289922"],"apc_list":null,"apc_paid":null,"fwci":1.9858,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.876213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"78","issue":"7","first_page":"9217","last_page":"9245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9936000108718872,"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":0.9936000108718872,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9832000136375427,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.7030949592590332},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6984320878982544},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6531121730804443},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5969951748847961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5820139050483704},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.5802082419395447},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.5739123225212097},{"id":"https://openalex.org/keywords/event-study","display_name":"Event study","score":0.5592164397239685},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4133305549621582},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.40075990557670593},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3262651562690735},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13662084937095642}],"concepts":[{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.7030949592590332},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6984320878982544},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6531121730804443},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5969951748847961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5820139050483704},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.5802082419395447},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.5739123225212097},{"id":"https://openalex.org/C12958728","wikidata":"https://www.wikidata.org/wiki/Q1002530","display_name":"Event study","level":3,"score":0.5592164397239685},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4133305549621582},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.40075990557670593},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3262651562690735},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13662084937095642},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s11042-018-6388-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-018-6388-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-018-6388-4.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:e-space.mmu.ac.uk:621082","is_oa":false,"landing_page_url":"https://e-space.mmu.ac.uk/view/authors/21ce2b0bfdffc75e5fdcb68d6aabc24f.html>","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:arXiv.org:2312.11530","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.11530","pdf_url":"https://arxiv.org/pdf/2312.11530","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:RePEc:arx:papers:2312.11530","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"preprint"},{"id":"pmh:oai:investigo.biblioteca.uvigo.es:11093/3217","is_oa":true,"landing_page_url":"http://link.springer.com/10.1007/s11042-018-6388-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400306","display_name":"Investigo repository of University of Vigo (University of Vigo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802353815","host_organization_name":"University Hospital Complex Of Vigo","host_organization_lineage":["https://openalex.org/I2802353815"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:www.investigo.biblioteca.uvigo.es:11093/3217","is_oa":true,"landing_page_url":"http://hdl.handle.net/11093/3217","pdf_url":null,"source":{"id":"https://openalex.org/S4377196408","display_name":"Investigo Institutional repository of UVigo (Universidade de Vigo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I6289922","host_organization_name":"Universidade de Vigo","host_organization_lineage":["https://openalex.org/I6289922"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s11042-018-6388-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-018-6388-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-018-6388-4.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3552144881","display_name":null,"funder_award_id":"TEC2017-84197-C4-2-R","funder_id":"https://openalex.org/F4320321838","funder_display_name":"Secretar\u00eda de Estado de Investigacion, Desarrollo e Innovacion"},{"id":"https://openalex.org/G4220671902","display_name":null,"funder_award_id":"TEC2014-54335-C4-3-R","funder_id":"https://openalex.org/F4320335204","funder_display_name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n"},{"id":"https://openalex.org/G5110615530","display_name":null,"funder_award_id":"TEC2017-84197-C4-2-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G6251869097","display_name":null,"funder_award_id":"TEC2014-54335-C4-3-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7890089359","display_name":null,"funder_award_id":"PRIX16/00368","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"}],"funders":[{"id":"https://openalex.org/F4320311699","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355"},{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320321838","display_name":"Secretar\u00eda de Estado de Investigacion, Desarrollo e Innovacion","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335204","display_name":"Secretar\u00eda de Estado de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n","ror":"https://ror.org/034900433"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2888416347.pdf","grobid_xml":"https://content.openalex.org/works/W2888416347.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W117322433","https://openalex.org/W324658560","https://openalex.org/W1259090559","https://openalex.org/W1416684103","https://openalex.org/W1584017212","https://openalex.org/W1597136917","https://openalex.org/W1702304449","https://openalex.org/W1784685665","https://openalex.org/W1819932765","https://openalex.org/W1845748792","https://openalex.org/W1899967664","https://openalex.org/W1926023772","https://openalex.org/W1947985544","https://openalex.org/W1963652416","https://openalex.org/W1971105953","https://openalex.org/W2017186882","https://openalex.org/W2020995002","https://openalex.org/W2036827773","https://openalex.org/W2058168013","https://openalex.org/W2095085153","https://openalex.org/W2095847349","https://openalex.org/W2102686337","https://openalex.org/W2128915217","https://openalex.org/W2144021042","https://openalex.org/W2147277317","https://openalex.org/W2171468534","https://openalex.org/W2185153609","https://openalex.org/W2205910341","https://openalex.org/W2284153934","https://openalex.org/W2297801999","https://openalex.org/W2333981896","https://openalex.org/W2335241139","https://openalex.org/W2340445336","https://openalex.org/W2344440755","https://openalex.org/W2467370890","https://openalex.org/W2473542163","https://openalex.org/W2483153839","https://openalex.org/W2500751155","https://openalex.org/W2508257945","https://openalex.org/W2508880934","https://openalex.org/W2511445485","https://openalex.org/W2512244754","https://openalex.org/W2525086369","https://openalex.org/W2542080616","https://openalex.org/W2543216940","https://openalex.org/W2562499831","https://openalex.org/W2564862629","https://openalex.org/W2566234880","https://openalex.org/W2579806764","https://openalex.org/W2584978782","https://openalex.org/W2588695369","https://openalex.org/W2611315765","https://openalex.org/W2611969115","https://openalex.org/W2743596643","https://openalex.org/W2762420902","https://openalex.org/W2790611701","https://openalex.org/W3122421168","https://openalex.org/W3122671044","https://openalex.org/W3122764425","https://openalex.org/W3123417666","https://openalex.org/W3125523400","https://openalex.org/W3125962670","https://openalex.org/W3126053622","https://openalex.org/W4212962367"],"related_works":["https://openalex.org/W2388687352","https://openalex.org/W2381242807","https://openalex.org/W3126131230","https://openalex.org/W2370187191","https://openalex.org/W2347541121","https://openalex.org/W1990162851","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W1576825644"],"abstract_inverted_index":{"There":[0],"is":[1,54,109,169,277,284],"a":[2,49,63,112,141,176,243,279],"general":[3,50],"consensus":[4],"of":[5,12,28,33,83,88,122,132,143,148,154,159,161,175,190,204,231,300],"the":[6,19,26,30,43,70,81,94,119,135,146,151,157,181,185,188,201,205,212,229,235,249,257,295,303],"good":[7],"sensing":[8],"and":[9,36,59,73,90,92,104,150,195,265],"novelty":[10],"characteristics":[11],"Twitter":[13,34,61,108,155,167,232,276],"as":[14,62,111,248,267,269],"an":[15,127,172],"information":[16,262],"media":[17,53],"for":[18,66,115,129,297],"complex":[20],"financial":[21,44,71,136,178,236,245,281,287,304],"market.":[22,45,79,237,305],"This":[23],"paper":[24,139],"investigates":[25],"permeability":[27,149,233],"Twittersphere,":[29],"total":[31],"universe":[32],"users":[35],"their":[37,85],"habits,":[38],"towards":[39],"relevant":[40,64],"events":[41,58],"in":[42,77,134,156,200,255,302],"Analysis":[46,272],"shows":[47,273],"that":[48,78,242,260,274],"purpose":[51,95],"social":[52],"permeable":[55,152,285],"to":[56,101,125,210,220,227,234,286],"financial-specific":[57],"establishes":[60],"feeder":[65],"taking":[67],"decisions":[68],"regarding":[69],"market":[72,203],"event":[74,158,173],"fraudulent":[75],"activities":[76],"However,":[80],"provenance":[82],"contributions,":[84],"different":[86],"levels":[87],"credibility":[89],"quality":[91],"even":[93],"or":[96],"intention":[97],"behind":[98],"them":[99],"should":[100,291],"be":[102,165,292],"considered":[103,293],"carefully":[105],"contemplated":[106],"if":[107],"used":[110],"single":[113],"source":[114],"decision":[116],"taking.":[117],"With":[118],"overall":[120],"aim":[121,226],"this":[123,138],"research,":[124],"deploy":[126],"architecture":[128,296],"real-time":[130,298],"monitoring":[131,299],"irregularities":[133,301],"market,":[137],"conducts":[140],"series":[142],"experiments":[144],"on":[145,180],"level":[147],"features":[153,230,258],"one":[160],"these":[162],"irregularities.":[163],"To":[164],"precise,":[166],"data":[168],"collected":[170],"concerning":[171],"comprising":[174],"specific":[177,280],"action":[179],"27th":[182],"January":[183],"2017:":[184],"announcement":[186],"about":[187],"merge":[189],"two":[191,222],"companies":[192],"Tesco":[193],"PLC":[194],"Booker":[196],"Group":[197],"PLC,":[198],"listed":[199],"main":[202],"London":[206],"Stock":[207],"Exchange":[208],"(LSE),":[209],"create":[211],"UK\u2019s":[213],"Leading":[214],"Food":[215],"Business.":[216],"The":[217,238],"experiment":[218],"attempts":[219],"answer":[221],"research":[223],"questions":[224],"which":[225],"characterize":[228],"experimental":[239],"results":[240],"confirm":[241],"far-impacting":[244],"event,":[246],"such":[247],"merger":[250],"considered,":[251,259],"caused":[252],"apparent":[253],"disturbances":[254],"all":[256],"is,":[261],"volume,":[263],"content":[264],"sentiment":[266],"well":[268],"geographical":[270],"provenance.":[271],"although":[275],"not":[278],"forum,":[282],"it":[283,290],"events.":[288],"Therefore":[289],"within":[294]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}