{"id":"https://openalex.org/W4385832096","doi":"https://doi.org/10.35877/454ri.jinav1543","title":"Analyzing Cyberbullying Negative Content on Twitter Social Media with the RoBERTa Method","display_name":"Analyzing Cyberbullying Negative Content on Twitter Social Media with the RoBERTa Method","publication_year":2023,"publication_date":"2023-02-02","ids":{"openalex":"https://openalex.org/W4385832096","doi":"https://doi.org/10.35877/454ri.jinav1543"},"language":"en","primary_location":{"id":"doi:10.35877/454ri.jinav1543","doi":"https://doi.org/10.35877/454ri.jinav1543","is_oa":true,"landing_page_url":"https://doi.org/10.35877/454ri.jinav1543","pdf_url":"https://jinav.org/index.php/jinav/article/download/1543/1198","source":{"id":"https://openalex.org/S4210215435","display_name":"JINAV Journal of Information and Visualization","issn_l":"2746-1440","issn":["2746-1440"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JINAV: Journal of Information and Visualization","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://jinav.org/index.php/jinav/article/download/1543/1198","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092640444","display_name":"Muh. Akib A. Yani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muh. Akib A. Yani","raw_affiliation_strings":["Telkom University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telkom University","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056401072","display_name":"Warih Maharani","orcid":"https://orcid.org/0000-0003-1574-921X","observed_orcids":["https://orcid.org/0000-0003-1574-921X"]},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Warih Maharani","raw_affiliation_strings":["Telkom University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telkom University","institution_ids":["https://openalex.org/I862893732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":null,"apc_paid":null,"fwci":0.4984,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.62805863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"4","issue":"1","first_page":"61","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":1.0,"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":1.0,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":9.999999747378752e-05,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.0,"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/cyberbullying-detection","display_name":"cyberbullying detection","score":0.8809999823570251},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.8830000162124634},{"id":"https://openalex.org/keywords/roberta","display_name":"RoBERTa","score":0.9309999942779541},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.6940000057220459},{"id":"https://openalex.org/keywords/negative-sentiment","display_name":"negative sentiment","score":0.41600000858306885},{"id":"https://openalex.org/keywords/cyberbullying","display_name":"cyberbullying","score":0.6679999828338623},{"id":"https://openalex.org/keywords/indonesian-tweets","display_name":"Indonesian tweets","score":0.6050000190734863}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8472608327865601},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.6849215030670166},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.589095950126648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5525267124176025},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4532521665096283},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37451186776161194},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2622770071029663}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.35877/454ri.jinav1543","doi":"https://doi.org/10.35877/454ri.jinav1543","is_oa":true,"landing_page_url":"https://doi.org/10.35877/454ri.jinav1543","pdf_url":"https://jinav.org/index.php/jinav/article/download/1543/1198","source":{"id":"https://openalex.org/S4210215435","display_name":"JINAV Journal of Information and Visualization","issn_l":"2746-1440","issn":["2746-1440"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JINAV: Journal of Information and Visualization","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.35877/454ri.jinav1543","doi":"https://doi.org/10.35877/454ri.jinav1543","is_oa":true,"landing_page_url":"https://doi.org/10.35877/454ri.jinav1543","pdf_url":"https://jinav.org/index.php/jinav/article/download/1543/1198","source":{"id":"https://openalex.org/S4210215435","display_name":"JINAV Journal of Information and Visualization","issn_l":"2746-1440","issn":["2746-1440"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JINAV: Journal of Information and Visualization","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385832096.pdf","grobid_xml":"https://content.openalex.org/works/W4385832096.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2896457183","https://openalex.org/W2965373594","https://openalex.org/W3009520411","https://openalex.org/W3033857372","https://openalex.org/W3121399281","https://openalex.org/W3157694869","https://openalex.org/W4210737842","https://openalex.org/W4360951492"],"related_works":["https://openalex.org/W3096819461","https://openalex.org/W3152549322","https://openalex.org/W4387133783","https://openalex.org/W4380087776","https://openalex.org/W3114440884","https://openalex.org/W4390460625","https://openalex.org/W3145620523","https://openalex.org/W7126077629","https://openalex.org/W2798620412","https://openalex.org/W4414950084"],"abstract_inverted_index":{"Social":[0],"media":[1,32,40],"is":[2,42,79],"an":[3,80,121],"online-based":[4],"communication":[5],"tool":[6],"that":[7],"can":[8,47],"make":[9],"it":[10],"easier":[11],"for":[12],"users":[13,18,33,46],"to":[14,109],"interact":[15],"among":[16],"fellow":[17],"without":[19],"any":[20],"area":[21],"and":[22,59,90,120],"time":[23],"restrictions.":[24],"Indonesia":[25],"has":[26],"the":[27,35,54,69,103],"highest":[28],"number":[29],"of":[30,56,72,82,118,123],"social":[31,39,93],"in":[34,53,97],"world.":[36],"The":[37],"Twitter":[38,63],"platform":[41],"a":[43,65,114],"place":[44],"where":[45],"pour":[48],"out":[49],"their":[50],"whole":[51],"hearts":[52],"form":[55],"tweets.":[57],"Free":[58],"diverse":[60],"interactions":[61],"on":[62,68,92],"have":[64],"considerable":[66],"influence":[67],"psychological":[70],"condition":[71],"its":[73],"users.":[74],"Cyberbullying":[75],"or":[76,84,96],"online":[77],"bullying":[78],"act":[81],"humiliating":[83],"hurting":[85],"other":[86,98],"people's":[87],"feelings":[88],"intentionally":[89],"repeatedly":[91],"media,":[94],"messages,":[95],"ways.":[99],"In":[100],"this":[101],"study,":[102],"RoBERTa":[104],"classification":[105],"method":[106],"was":[107],"used":[108],"detect":[110],"cyberbullying":[111],"tweets":[112],"with":[113],"best":[115],"accuracy":[116],"score":[117],"86.9%":[119],"f1-score":[122],"77.5%.":[124]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-08-16T00:00:00"}