{"id":"https://openalex.org/W872792344","doi":"https://doi.org/10.18151/7217449","title":"Differential Emotions and the Stock Market - The Case of Company-specific Trading","display_name":"Differential Emotions and the Stock Market - The Case of Company-specific Trading","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W872792344","doi":"https://doi.org/10.18151/7217449","mag":"872792344"},"language":"en","primary_location":{"id":"pmh:oai:pure.atira.dk:publications/48c4936d-194e-491c-b624-7c44fc4e86e4","doi":null,"is_oa":false,"landing_page_url":"https://pure.itu.dk/portal/da/publications/48c4936d-194e-491c-b624-7c44fc4e86e4","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Risius, M, Akolk, F & Beck, R 2015, Differential Emotions and the Stock Market - The Case of Company-Specific Trading. in ECIS 2015 Completed Research Papers : Proceedings of the 23rd European Conference on Information Systems (ECIS 2015); Muenster, Germany., Paper 147, Association for Information Systems, 23rd European Conference on Information Systems, M\u00fcnster, Germany, 03/06/2015.","raw_type":"info:eu-repo/semantics/conferenceObject"},"volume":null,"type":"conference-paper","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18151/7217449","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015052701","display_name":"Marten Risius","orcid":"https://orcid.org/0000-0002-1859-5351","observed_orcids":["https://orcid.org/0000-0002-1859-5351"]},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Risius, Marten","raw_affiliation_strings":["E-Finance Lab / Goethe University Frankfurt","Goethe University Frankfurt, Frankfurt am Main, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E-Finance Lab / Goethe University Frankfurt","institution_ids":["https://openalex.org/I114090438"]},{"raw_affiliation_string":"Goethe University Frankfurt, Frankfurt am Main, Germany","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042027008","display_name":"Fabian Akolk","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I114090438","display_name":"Goethe University Frankfurt","ror":"https://ror.org/04cvxnb49","country_code":"DE","type":"education","lineage":["https://openalex.org/I114090438"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Akolk, Fabian","raw_affiliation_strings":["E-Finance Lab / Goethe University Frankfurt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E-Finance Lab / Goethe University Frankfurt","institution_ids":["https://openalex.org/I114090438"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030955120","display_name":"Roman Beck","orcid":"https://orcid.org/0000-0002-6341-2382","observed_orcids":["https://orcid.org/0000-0002-6341-2382"]},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Beck, Roman","raw_affiliation_strings":["IT University of Copenhagen","IT University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen","institution_ids":["https://openalex.org/I83467386"]},{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I83467386"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.4068,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97812714,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.47049999237060547,"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"}},"topics":[{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.47049999237060547,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.41940000653266907,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.10409999638795853,"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/stock-price-fluctuations","display_name":"stock price fluctuations","score":0.6579999923706055},{"id":"https://openalex.org/keywords/social-media-sentiment","display_name":"social media sentiment","score":0.7680000066757202},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.8669999837875366},{"id":"https://openalex.org/keywords/sentiment-lexicon","display_name":"sentiment lexicon","score":0.7979999780654907},{"id":"https://openalex.org/keywords/theory-of-emotion","display_name":"emotion theory","score":0.42100000381469727},{"id":"https://openalex.org/keywords/depression","display_name":"depression","score":0.6169999837875366},{"id":"https://openalex.org/keywords/happiness","display_name":"happiness","score":0.9980000257492065},{"id":"https://openalex.org/keywords/negative-affectivity","display_name":"negative affectivity","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5709093809127808},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.5582239627838135},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.4977989196777344},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.4914969205856323},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.48886722326278687},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.297882080078125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0755879282951355},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0714515745639801},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:pure.atira.dk:publications/48c4936d-194e-491c-b624-7c44fc4e86e4","doi":null,"is_oa":false,"landing_page_url":"https://pure.itu.dk/portal/da/publications/48c4936d-194e-491c-b624-7c44fc4e86e4","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Risius, M, Akolk, F & Beck, R 2015, Differential Emotions and the Stock Market - The Case of Company-Specific Trading. in ECIS 2015 Completed Research Papers : Proceedings of the 23rd European Conference on Information Systems (ECIS 2015); Muenster, Germany., Paper 147, Association for Information Systems, 23rd European Conference on Information Systems, M\u00fcnster, Germany, 03/06/2015.","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:aisel.aisnet.org:ecis2015_cr-1146","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/ecis2015_cr/147","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-scientific","cwts-core","dongbi-a","fnege-1","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ECIS 2015 Completed Research Papers","raw_type":"text"},{"id":"doi:10.18151/7217449","doi":"https://doi.org/10.18151/7217449","is_oa":true,"landing_page_url":"https://doi.org/10.18151/7217449","pdf_url":null,"source":{"id":"https://openalex.org/S7407052866","display_name":"Institut f\u00fcr Wirtschaftsinformatik, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I200332995","host_organization_name":"TU Dortmund University","host_organization_lineage":["https://openalex.org/I200332995"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"mag:872792344","doi":null,"is_oa":false,"landing_page_url":"https://aisel.aisnet.org/ecis2015_cr/147/","pdf_url":null,"source":{"id":"https://openalex.org/S4306418324","display_name":"European Conference on Information Systems","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"European Conference on Information Systems","raw_type":null}],"best_oa_location":{"id":"doi:10.18151/7217449","doi":"https://doi.org/10.18151/7217449","is_oa":true,"landing_page_url":"https://doi.org/10.18151/7217449","pdf_url":null,"source":{"id":"https://openalex.org/S7407052866","display_name":"Institut f\u00fcr Wirtschaftsinformatik, Westf\u00e4lische Wilhelms-Universit\u00e4t M\u00fcnster","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I200332995","host_organization_name":"TU Dortmund University","host_organization_lineage":["https://openalex.org/I200332995"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W10307964","https://openalex.org/W356029289","https://openalex.org/W618996761","https://openalex.org/W757275338","https://openalex.org/W1508206474","https://openalex.org/W1527551739","https://openalex.org/W1556387113","https://openalex.org/W1568955415","https://openalex.org/W1584700104","https://openalex.org/W1809255060","https://openalex.org/W1840218356","https://openalex.org/W1923555227","https://openalex.org/W1937226553","https://openalex.org/W1983381518","https://openalex.org/W1984430235","https://openalex.org/W1987425720","https://openalex.org/W1987862410","https://openalex.org/W2001664092","https://openalex.org/W2009805354","https://openalex.org/W2012378416","https://openalex.org/W2019549672","https://openalex.org/W2022204871","https://openalex.org/W2032569355","https://openalex.org/W2035040004","https://openalex.org/W2037625889","https://openalex.org/W2057894089","https://openalex.org/W2068451972","https://openalex.org/W2078309899","https://openalex.org/W2092046427","https://openalex.org/W2106563064","https://openalex.org/W2108224345","https://openalex.org/W2111945000","https://openalex.org/W2126581182","https://openalex.org/W2129052062","https://openalex.org/W2133469585","https://openalex.org/W2134183765","https://openalex.org/W2139328970","https://openalex.org/W2140225973","https://openalex.org/W2142225512","https://openalex.org/W2147038444","https://openalex.org/W2149628368","https://openalex.org/W2153222072","https://openalex.org/W2160375265","https://openalex.org/W2166410494","https://openalex.org/W2171416547","https://openalex.org/W2235999468","https://openalex.org/W2333981896","https://openalex.org/W3121409256","https://openalex.org/W3121806563","https://openalex.org/W3122140571","https://openalex.org/W3122799874","https://openalex.org/W3122860764","https://openalex.org/W3122944446","https://openalex.org/W3122998758","https://openalex.org/W3123432896","https://openalex.org/W3123624892","https://openalex.org/W4256441345","https://openalex.org/W7096703613"],"related_works":["https://openalex.org/W7054617621","https://openalex.org/W4328095116","https://openalex.org/W2939210288","https://openalex.org/W3113811388","https://openalex.org/W2019549672","https://openalex.org/W2589194059","https://openalex.org/W3156809657","https://openalex.org/W2770702923","https://openalex.org/W7098946357","https://openalex.org/W2185385890"],"abstract_inverted_index":{"Practitioners":[0],"and":[1,58,65,84,93,108,154,185],"researchers":[2],"alike":[3],"increasingly":[4],"use":[5],"social":[6],"media":[7],"messages":[8,102],"as":[9],"an":[10,59,67,181],"additional":[11],"source":[12,69],"of":[13,30,35,42,46,51,74,119,142,145],"information":[14],"to":[15],"analyse":[16,97],"stock":[17,94,112,172,196],"price":[18,173],"movements.":[19,174],"In":[20],"this":[21],"regard,":[22],"previous":[23],"preliminary":[24],"findings":[25],"demonstrate":[26],"the":[27,32,43,47,72,87,90,131,140,143,161],"incremental":[28],"value":[29,134],"considering":[31,146],"multi-dimensional":[33],"structure":[34],"human":[36],"emotions":[37,77,92],"in":[38,183,194],"sentiment":[39,61],"analysis":[40,73,178],"instead":[41],"predominant":[44],"assessment":[45],"binary":[48],"positive-negative":[49],"valence":[50],"emotions.":[52],"Therefore,":[53],"based":[54],"on":[55,103,130],"emotion":[56,176],"theory":[57],"established":[60],"lexicon,":[62],"we":[63,96,123,157],"develop":[64],"apply":[66],"open":[68],"dictionary":[70],"for":[71],"seven":[75],"different":[76],"(affection,":[78],"happiness,":[79],"satisfaction,":[80],"fear,":[81],"anger,":[82],"depression,":[83],"contempt).To":[85],"investigate":[86],"connection":[88,169],"between":[89],"differential":[91],"movements":[95],"approximately":[98],"5.5":[99],"million":[100],"Twitter":[101],"33":[104],"S&P":[105],"100":[106],"companies":[107],"their":[109],"respective":[110],"NYSE":[111],"prices":[113],"from":[114],"Yahoo!Finance":[115],"over":[116],"a":[117,125,147,167,191],"period":[118],"three":[120],"months.":[121],"Subsequently,":[122],"conduct":[124],"lagged":[126],"fixed-effects":[127],"panel":[128],"regression":[129],"daily":[132],"closing":[133],"differences.":[135],"The":[136,175],"results":[137],"generally":[138],"support":[139],"assumption":[141],"necessity":[144],"more":[148],"differentiated":[149],"sentiment.":[150],"Moreover,":[151],"comparing":[152],"positive":[153],"negative":[155,163],"valence,":[156],"find":[158],"that":[159,180],"only":[160],"average":[162],"emotionality":[164],"strength":[165,187],"has":[166],"significant":[168,192],"with":[170,190],"company-specific":[171,195],"specific":[177],"reveals":[179],"increase":[182],"depression":[184],"happiness":[186],"is":[188],"associated":[189],"decrease":[193],"prices.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}