{"id":"https://openalex.org/W2914730082","doi":"https://doi.org/10.1145/3297280.3297573","title":"Overwhelmed by negative emotions?","display_name":"Overwhelmed by negative emotions?","publication_year":2019,"publication_date":"2019-04-08","ids":{"openalex":"https://openalex.org/W2914730082","doi":"https://doi.org/10.1145/3297280.3297573","mag":"2914730082"},"language":"en","primary_location":{"id":"doi:10.1145/3297280.3297573","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297280.3297573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02020829","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040347010","display_name":"P\u0131nar Arslan","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pinar Arslan","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, Inria, France","WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, Inria, France","institution_ids":[]},{"raw_affiliation_string":"WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015073608","display_name":"Michele Corazza","orcid":"https://orcid.org/0000-0002-7288-6635"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Corazza","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, Inria, France","WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, Inria, France","institution_ids":[]},{"raw_affiliation_string":"WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049137879","display_name":"Elena Cabrio","orcid":"https://orcid.org/0000-0001-9374-7872"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elena Cabrio","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, Inria, France","WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, Inria, France","institution_ids":[]},{"raw_affiliation_string":"WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016281730","display_name":"Serena Villata","orcid":"https://orcid.org/0000-0003-3495-493X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Serena Villata","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d'Azur, Inria, France","WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d'Azur, Inria, France","institution_ids":[]},{"raw_affiliation_string":"WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040347010"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1201,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.83217018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1061","last_page":"1063"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.998199999332428,"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/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.998199999332428,"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/T10485","display_name":"Bullying, Victimization, and Aggression","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9684000015258789,"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/anger","display_name":"Anger","score":0.6789527535438538},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5998885035514832},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.596587598323822},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5938913226127625},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5778645873069763},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.44679805636405945},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.43577325344085693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39503800868988037},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3291926980018616},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.14650732278823853},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12388461828231812},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09904637932777405}],"concepts":[{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.6789527535438538},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5998885035514832},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.596587598323822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5938913226127625},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5778645873069763},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.44679805636405945},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.43577325344085693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39503800868988037},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3291926980018616},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.14650732278823853},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12388461828231812},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09904637932777405},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3297280.3297573","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297280.3297573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02020829v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02020829","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SAC 2019 - The 34th ACM/SIGAPP Symposium On Applied Computing, Apr 2019, Limassol, Cyprus. &#x27E8;10.1145/3297280.3297573&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:cris.unibo.it:11585/801587","is_oa":false,"landing_page_url":"http://hdl.handle.net/11585/801587","pdf_url":null,"source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02020829v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02020829","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SAC 2019 - The 34th ACM/SIGAPP Symposium On Applied Computing, Apr 2019, Limassol, Cyprus. &#x27E8;10.1145/3297280.3297573&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2040467972","https://openalex.org/W2102892431","https://openalex.org/W2165282906","https://openalex.org/W2216854803","https://openalex.org/W2242082950","https://openalex.org/W2282644932","https://openalex.org/W2747541555","https://openalex.org/W2788967885"],"related_works":["https://openalex.org/W2531159956","https://openalex.org/W2158625435","https://openalex.org/W1968844886","https://openalex.org/W2030507284","https://openalex.org/W2060991067","https://openalex.org/W2087919909","https://openalex.org/W2334836877","https://openalex.org/W2471312190","https://openalex.org/W2119598471","https://openalex.org/W3179181153"],"abstract_inverted_index":{"With":[0],"the":[1,37,40,65,77,111,126,131],"increasing":[2],"number":[3],"of":[4,79,113,157,167],"interactions,":[5],"social":[6],"media":[7],"users":[8],"have":[9,106],"been":[10],"vulnerable":[11],"to":[12,125,130,154],"intentional":[13],"aggressive":[14],"acts":[15],"and":[16,47,83,89,103,118,141,150,162],"cyberbullying":[17,28],"instances.":[18],"In":[19],"this":[20],"paper,":[21],"first,":[22],"we":[23,35,51,70,92],"carry":[24],"out":[25],"a":[26,53,72,107,163],"message-level":[27,54],"annotation":[29],"on":[30,39],"an":[31,155],"Instagram":[32,41],"dataset.":[33,68],"Second,":[34],"use":[36,78,93],"correlations":[38],"dataset":[42],"annotated":[43],"with":[44,76,110,139],"emotion,":[45,81],"sentiment":[46,82,119],"bullying":[48,67,74,90,127,132,137,160],"labels.":[49],"Third,":[50],"build":[52,71],"emotion":[55,59,88,117],"classifier":[56,75,138],"automatically":[57],"predicting":[58],"labels":[60,105],"for":[61,159],"each":[62],"comment":[63],"in":[64,121],"Vine":[66],"Fourth,":[69],"session-based":[73],"n-grams,":[80],"concept-level":[84,142],"features.":[85],"For":[86],"both":[87],"classifiers,":[91],"Linear":[94],"Support":[95],"Vector":[96],"Classification.":[97],"Our":[98,134],"results":[99],"show":[100],"that":[101],"\"anger\"":[102],"\"negative\"":[104],"positive":[108],"correlation":[109],"presence":[112],"bullying.":[114],"Concept-level":[115],"features,":[116],"features":[120,143],"different":[122],"levels":[123],"contribute":[124],"classifier,":[128],"especially":[129],"class.":[133],"best":[135],"performing":[136],"n-grams":[140],"(e.g.,":[144],"polarity,":[145],"averaged":[146],"polarity":[147],"intensity,":[148],"moodtags":[149],"semantics":[151],"features)":[152],"reaches":[153],"F1-score":[156,166],"0.65":[158],"class":[161],"macro":[164],"average":[165],"0.7520.":[168]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-02-21T00:00:00"}
