{"id":"https://openalex.org/W3010926394","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035276","title":"Detection of Arabic Cyberbullying on Social Networks using Machine Learning","display_name":"Detection of Arabic Cyberbullying on Social Networks using Machine Learning","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3010926394","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035276","mag":"3010926394"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa47632.2019.9035276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090198147","display_name":"Djedjiga Mouheb","orcid":"https://orcid.org/0000-0003-0531-2196"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Djedjiga Mouheb","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014954630","display_name":"Raghad Albarghash","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Raghad Albarghash","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065193715","display_name":"Mohamad Fouzi Mowakeh","orcid":null},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamad Fouzi Mowakeh","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, Sharjah, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069814126","display_name":"Zaher Al Aghbari","orcid":"https://orcid.org/0000-0003-2285-953X"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zaher Al Aghbari","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049545076","display_name":"Ibrahim Kamel","orcid":"https://orcid.org/0000-0001-5546-939X"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ibrahim Kamel","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090198147"],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":null,"apc_paid":null,"fwci":1.4452,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.87273675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9915000200271606,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/arabic","display_name":"Arabic","score":0.842907190322876},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.7218692302703857},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6797695755958557},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6607136726379395},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6230445504188538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5386528372764587},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5311832427978516},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.42640185356140137},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3650503158569336},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34744179248809814},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33656442165374756},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26310837268829346}],"concepts":[{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.842907190322876},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.7218692302703857},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6797695755958557},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6607136726379395},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6230445504188538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5386528372764587},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5311832427978516},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.42640185356140137},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3650503158569336},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34744179248809814},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33656442165374756},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26310837268829346},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa47632.2019.9035276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1534466353","https://openalex.org/W2209227144","https://openalex.org/W2282644932","https://openalex.org/W2416164492","https://openalex.org/W2503349419","https://openalex.org/W2560592988","https://openalex.org/W2607362715","https://openalex.org/W2782025168","https://openalex.org/W2789671692","https://openalex.org/W2794284813","https://openalex.org/W2963024716","https://openalex.org/W4238481634","https://openalex.org/W6688201194"],"related_works":["https://openalex.org/W2357114597","https://openalex.org/W2115416187","https://openalex.org/W2044488462","https://openalex.org/W2981877337","https://openalex.org/W1577730984","https://openalex.org/W3203938600","https://openalex.org/W2169074127","https://openalex.org/W2163707935","https://openalex.org/W83146503","https://openalex.org/W202723009"],"abstract_inverted_index":{"Recently,":[0],"cyberbullying":[1,71,87,94],"has":[2,33],"grown":[3],"significantly":[4],"on":[5],"social":[6,47],"platforms,":[7],"impacting":[8],"users":[9],"especially":[10,41],"teenagers":[11],"and":[12,23,102,115],"young":[13,51],"adults.":[14],"The":[15,90],"effects":[16],"of":[17,46,54,86],"this":[18,31],"threat":[19,32],"are":[20],"so":[21],"severe":[22],"damaging":[24],"that":[25],"could":[26],"lead":[27],"to":[28],"suicide.":[29],"Lately,":[30],"become":[34],"a":[35],"significant":[36],"issue":[37],"in":[38,63,73,88],"Arab":[39],"countries,":[40],"with":[42,106],"the":[43,50,104],"wide":[44],"adoption":[45],"media":[48],"by":[49,100],"generation.":[52],"Most":[53],"existing":[55],"research":[56],"proposed":[57,91],"solutions":[58],"for":[59,83],"detecting":[60],"cyberbullying,":[61],"mainly":[62],"English":[64],"language.":[65],"However,":[66],"only":[67],"few":[68],"papers":[69],"studied":[70],"detection":[72,85],"Arabic":[74],"Social":[75],"Media":[76],"Communications.":[77],"This":[78],"paper":[79],"used":[80],"machine":[81],"learning":[82],"automatic":[84],"Arabic.":[89],"scheme":[92],"detects":[93],"using":[95],"Naive":[96],"Bayes(NB)":[97],"classifier":[98,105],"algorithm":[99],"training":[101],"testing":[103],"real":[107],"data":[108],"set":[109],"which":[110],"was":[111],"collected":[112],"from":[113],"Youtube":[114],"Twitter.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
