{"id":"https://openalex.org/W2498705299","doi":"https://doi.org/10.1365/s40702-016-0237-6","title":"SentiStorm: Echtzeit-Stimmungserkennung von Tweets","display_name":"SentiStorm: Echtzeit-Stimmungserkennung von Tweets","publication_year":2016,"publication_date":"2016-06-24","ids":{"openalex":"https://openalex.org/W2498705299","doi":"https://doi.org/10.1365/s40702-016-0237-6","mag":"2498705299"},"language":"de","primary_location":{"id":"doi:10.1365/s40702-016-0237-6","is_oa":true,"landing_page_url":"https://doi.org/10.1365/s40702-016-0237-6","pdf_url":"https://link.springer.com/content/pdf/10.1365/s40702-016-0237-6.pdf","source":{"id":"https://openalex.org/S4210205328","display_name":"HMD Praxis der Wirtschaftsinformatik","issn_l":"1436-3011","issn":["1436-3011","2198-2775"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"HMD Praxis der Wirtschaftsinformatik","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1365/s40702-016-0237-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070525687","display_name":"Eva Zangerle","orcid":"https://orcid.org/0000-0003-3195-8273"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Eva Zangerle","raw_affiliation_strings":["Datenbanken und Informationssysteme, Institut f\u00fcr Informatik, Universit\u00e4t Innsbruck, Technikerstra\u00dfe 21A, 6020, Innsbruck, \u00d6sterreich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Datenbanken und Informationssysteme, Institut f\u00fcr Informatik, Universit\u00e4t Innsbruck, Technikerstra\u00dfe 21A, 6020, Innsbruck, \u00d6sterreich","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048063501","display_name":"Martin Illecker","orcid":null},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Illecker","raw_affiliation_strings":["Datenbanken und Informationssysteme, Institut f\u00fcr Informatik, Universit\u00e4t Innsbruck, Technikerstra\u00dfe 21A, 6020, Innsbruck, \u00d6sterreich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Datenbanken und Informationssysteme, Institut f\u00fcr Informatik, Universit\u00e4t Innsbruck, Technikerstra\u00dfe 21A, 6020, Innsbruck, \u00d6sterreich","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073412960","display_name":"G\u00fcnther Specht","orcid":"https://orcid.org/0000-0003-0978-7201"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnther Specht","raw_affiliation_strings":["Datenbanken und Informationssysteme, Institut f\u00fcr Informatik, Universit\u00e4t Innsbruck, Technikerstra\u00dfe 21A, 6020, Innsbruck, \u00d6sterreich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Datenbanken und Informationssysteme, Institut f\u00fcr Informatik, Universit\u00e4t Innsbruck, Technikerstra\u00dfe 21A, 6020, Innsbruck, \u00d6sterreich","institution_ids":["https://openalex.org/I190249584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5070525687"],"corresponding_institution_ids":["https://openalex.org/I190249584"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":1.644,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89968192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"53","issue":"4","first_page":"514","last_page":"529"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998000264167786,"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/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9990000128746033,"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/humanities","display_name":"Humanities","score":0.5383485555648804},{"id":"https://openalex.org/keywords/ansatz","display_name":"Ansatz","score":0.4895535409450531},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.47049689292907715},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.32077598571777344},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.24529078602790833},{"id":"https://openalex.org/keywords/mathematical-physics","display_name":"Mathematical physics","score":0.033379167318344116}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.5383485555648804},{"id":"https://openalex.org/C130979935","wikidata":"https://www.wikidata.org/wiki/Q568954","display_name":"Ansatz","level":2,"score":0.4895535409450531},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.47049689292907715},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.32077598571777344},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.24529078602790833},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.033379167318344116}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1365/s40702-016-0237-6","is_oa":true,"landing_page_url":"https://doi.org/10.1365/s40702-016-0237-6","pdf_url":"https://link.springer.com/content/pdf/10.1365/s40702-016-0237-6.pdf","source":{"id":"https://openalex.org/S4210205328","display_name":"HMD Praxis der Wirtschaftsinformatik","issn_l":"1436-3011","issn":["1436-3011","2198-2775"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"HMD Praxis der Wirtschaftsinformatik","raw_type":"journal-article"},{"id":"pmh:oai:diglib.uibk.ac.at/:4552140","is_oa":true,"landing_page_url":"https://resolver.obvsg.at/urn:nbn:at:at-ubi:3-6829","pdf_url":null,"source":{"id":"https://openalex.org/S4306401999","display_name":"Digital Library of the University of Innsbruck (University of Innsbruck)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I143397708","host_organization_name":"Innsbruck Medical University","host_organization_lineage":["https://openalex.org/I143397708"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1365/s40702-016-0237-6","is_oa":true,"landing_page_url":"https://doi.org/10.1365/s40702-016-0237-6","pdf_url":"https://link.springer.com/content/pdf/10.1365/s40702-016-0237-6.pdf","source":{"id":"https://openalex.org/S4210205328","display_name":"HMD Praxis der Wirtschaftsinformatik","issn_l":"1436-3011","issn":["1436-3011","2198-2775"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"HMD Praxis der Wirtschaftsinformatik","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2498705299.pdf","grobid_xml":"https://content.openalex.org/works/W2498705299.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W40549020","https://openalex.org/W265767496","https://openalex.org/W371426616","https://openalex.org/W400629903","https://openalex.org/W1144043855","https://openalex.org/W1499164265","https://openalex.org/W1563088657","https://openalex.org/W1570448133","https://openalex.org/W1589554437","https://openalex.org/W1597406287","https://openalex.org/W1743243001","https://openalex.org/W2097726431","https://openalex.org/W2102381086","https://openalex.org/W2108646579","https://openalex.org/W2121129054","https://openalex.org/W2124156373","https://openalex.org/W2156413587","https://openalex.org/W2250243742","https://openalex.org/W2250668700","https://openalex.org/W2267835966","https://openalex.org/W2460474657","https://openalex.org/W2467186984","https://openalex.org/W2612769033","https://openalex.org/W2911988977","https://openalex.org/W4205184193","https://openalex.org/W4297778922","https://openalex.org/W4312808911"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Das":[0],"automatisierte":[1],"Erkennen":[2],"der":[3,21,24,34,87,104,124,128,130,141,144],"Stimmung":[4,35,132],"von":[5,36,65,152],"Texten":[6,37],"hat":[7],"in":[8,25,71,112],"den":[9,84],"letzten":[10],"Jahren":[11],"stark":[12],"an":[13],"Bedeutung":[14],"gewonnen.":[15],"Insbesondere":[16],"durch":[17],"die":[18,77,79,109,150],"rapide":[19],"Zunahme":[20],"Geschwindigkeit,":[22],"mit":[23,58],"sozialen":[26],"Medien":[27],"Informationen":[28,82],"verbreitet":[29],"werden,":[30],"ist":[31],"eine":[32,106,110],"Echtzeit-Bestimmung":[33],"ein":[38],"herausforderndes":[39],"Problem.":[40],"Der":[41],"Mikroblogging-Dienst":[42],"Twitter":[43],"verzeichnet":[44],"im":[45],"Durchschnitt":[46],"\u00fcber":[47,83,92],"8000":[48],"versendete":[49],"Nachrichten":[50],"pro":[51],"Sekunde.":[52],"In":[53,97],"dieser":[54],"Arbeit":[55],"stellen":[56],"wir":[57,70,102],"dem":[59],"SentiStorm-Ansatz":[60],"einen":[61],"Ansatz":[62,126,142],"zur":[63],"Stimmungserkennung":[64],"Tweets":[66,117,153],"vor.":[67],"Dabei":[68],"erzeugen":[69],"einem":[72,98],"ersten":[73],"Schritt":[74,100],"Merkmalsvektoren":[75,105],"f\u00fcr":[76,149],"Tweets,":[78],"sowohl":[80],"linguistische":[81],"Tweet":[85],"(Wichtigkeit":[86],"W\u00f6rter,":[88],"Wortarten),":[89],"wie":[90],"auch":[91],"Sentiment-Lexika":[93],"gewonnene":[94],"Stimmungsinformationen":[95],"beinhalten.":[96],"zweiten":[99],"f\u00fchren":[101],"mittels":[103,143],"Stimmungsklassifikation":[107],"durch,":[108],"Einteilung":[111],"positive,":[113],"negative":[114],"oder":[115],"neutrale":[116],"erm\u00f6glicht.":[118],"Die":[119],"durchgef\u00fchrten":[120],"Evaluationen":[121],"zeigen,":[122],"dass":[123,140],"pr\u00e4sentierte":[125],"bez\u00fcglich":[127],"Qualit\u00e4t":[129],"erkannten":[131],"sehr":[133],"gute":[134],"Erkennungsraten":[135],"garantiert.":[136],"Weiter":[137],"zeigen":[138],"wir,":[139],"Apache":[145],"Storm":[146],"Plattform":[147],"problemlos":[148],"Echtzeit-Stimmungserkennung":[151],"skaliert":[154],"werden":[155],"kann.":[156]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
