{"id":"https://openalex.org/W2743596643","doi":"https://doi.org/10.1007/978-3-319-65482-9_28","title":"Experiment for Analysing the Impact of Financial Events on Twitter","display_name":"Experiment for Analysing the Impact of Financial Events on Twitter","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2743596643","doi":"https://doi.org/10.1007/978-3-319-65482-9_28","mag":"2743596643"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-65482-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-65482-9_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://e-space.mmu.ac.uk/618961/1/DTWSM%202017%202%20May-final.pdf","any_repository_has_fulltext":null},"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":["Information & Computing Laboratory, AtlantTIC Research Centre, University of Vigo, 36310, Vigo, Spain"],"affiliations":[{"raw_affiliation_string":"Information & Computing Laboratory, AtlantTIC Research Centre, University of Vigo, 36310, Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"middle","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 and Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics and 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 and Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics and Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK","institution_ids":["https://openalex.org/I11983389"]}]},{"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":["Information & Computing Laboratory, AtlantTIC Research Centre, University of Vigo, 36310, Vigo, Spain"],"affiliations":[{"raw_affiliation_string":"Information & Computing Laboratory, AtlantTIC Research Centre, University of Vigo, 36310, Vigo, Spain","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"last","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 and Digital Technology, Manchester Metropolitan University, Manchester, M1 5GD, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Mathematics and 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":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":4.0408,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.93486534,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"407","last_page":"419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9970999956130981,"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":0.9970999956130981,"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":0.986299991607666,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9854000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.889944314956665},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.852755606174469},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.7308663129806519},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5440913438796997},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.5382658243179321},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5284941792488098},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4318752586841583},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.40890127420425415},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.3621312379837036},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2498207986354828}],"concepts":[{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.889944314956665},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.852755606174469},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.7308663129806519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5440913438796997},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.5382658243179321},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5284941792488098},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4318752586841583},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40890127420425415},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.3621312379837036},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2498207986354828},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-65482-9_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-65482-9_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:e-space.mmu.ac.uk:618961","is_oa":true,"landing_page_url":null,"pdf_url":"https://e-space.mmu.ac.uk/618961/1/DTWSM%202017%202%20May-final.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:e-space.mmu.ac.uk:618961","is_oa":true,"landing_page_url":null,"pdf_url":"https://e-space.mmu.ac.uk/618961/1/DTWSM%202017%202%20May-final.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311699","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2743596643.pdf","grobid_xml":"https://content.openalex.org/works/W2743596643.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1612624539","https://openalex.org/W1784685665","https://openalex.org/W1845748792","https://openalex.org/W2020995002","https://openalex.org/W2058168013","https://openalex.org/W2095085153","https://openalex.org/W2333981896","https://openalex.org/W2346026643","https://openalex.org/W2500751155","https://openalex.org/W2508880934","https://openalex.org/W2512244754","https://openalex.org/W2564862629","https://openalex.org/W2566234880","https://openalex.org/W2584978782","https://openalex.org/W2751558796","https://openalex.org/W2949731435","https://openalex.org/W3122764425"],"related_works":["https://openalex.org/W2755954602","https://openalex.org/W2182386306","https://openalex.org/W2552539366","https://openalex.org/W2107786128","https://openalex.org/W2025710125","https://openalex.org/W2731510061","https://openalex.org/W2021906405","https://openalex.org/W2491856852","https://openalex.org/W2593613340","https://openalex.org/W2743596643"],"abstract_inverted_index":{"Twitter,":[0],"as":[1,43],"the":[2,12,31,38,62,66,75,88,106,109,116,141,151,155,158,172,187,202,210,217,223,226,235,239],"heart":[3],"of":[4,11,25,41,46,65,90,93,108,143,160,190,204,207,222,225,234],"publicly":[5],"accessible":[6],"Social":[7],"Media,":[8],"is":[9,21,49,59,105,130],"one":[10],"currently":[13],"used":[14],"platforms":[15],"to":[16,51,68,98,132,146,164,200,216,229],"share":[17],"financial":[18,32,47,76,99,135,211],"information":[19,26,48],"and":[20,122,162,180,228],"a":[22,44,69,91,133,147,166,220],"valuable":[23],"source":[24,45],"for":[27,71],"different":[28],"roles":[29],"in":[30,56,74,81,111,150,186,209],"market.":[33],"For":[34,137],"all":[35],"these":[36],"roles,":[37],"quality":[39],"analysis":[40,142],"Twitter":[42,119,144,214],"essential":[50],"take":[52],"decisions.":[53],"The":[54],"work":[55,64],"this":[57,112,125],"paper":[58,113],"aligned":[60],"with":[61],"ongoing":[63],"authors":[67],"solution":[70],"irregularity":[72],"monitoring":[73],"market":[77,189,212],"by":[78,114],"harnessing":[79],"data":[80,96],"online":[82],"social":[83,94,128],"media.":[84],"To":[85],"do":[86],"so,":[87],"permeability":[89,145],"variety":[92],"media":[95,129],"feeders":[97],"irregularities":[100,208],"should":[101],"be":[102],"analysed.":[103],"That":[104],"case":[107],"experiment":[110],"putting":[115],"focus":[117],"on":[118,171],"microblogging":[120],"platform":[121],"checking":[123],"if":[124],"general":[126],"purpose":[127],"permeable":[131],"specific":[134,148],"event.":[136],"this,":[138],"we":[139],"detail":[140],"event":[149],"past":[152],"few":[153],"months:":[154],"announcement":[156],"about":[157],"merge":[159],"Tesco":[161,178],"Booker":[163],"create":[165],"UK\u2019s":[167],"Leading":[168],"Food":[169],"Business":[170],"27th":[173],"January":[174],"2017.":[175],"Both":[176],"companies":[177],"PLC":[179,183],"Booking":[181],"Group":[182],"are":[184],"listed":[185],"main":[188],"LSE":[191],"(London":[192],"Stock":[193],"Exchange).":[194],"Our":[195],"findings":[196],"provide":[197],"promising":[198],"evidences":[199],"address":[201],"problem":[203],"real-time":[205],"detection":[206],"via":[213],"according":[215],"volume":[218],"(as":[219,232],"sign":[221],"importance":[224],"irregularity)":[227],"other":[230],"features":[231],"signs":[233],"potential":[236],"origin":[237],"causing":[238],"irregularity).":[240]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
