{"id":"https://openalex.org/W2914980321","doi":"https://doi.org/10.1109/ibigdelft.2018.8625321","title":"Detection of Cyberbullying in Social Networks Using Machine Learning Methods","display_name":"Detection of Cyberbullying in Social Networks Using Machine Learning Methods","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914980321","doi":"https://doi.org/10.1109/ibigdelft.2018.8625321","mag":"2914980321"},"language":"en","primary_location":{"id":"doi:10.1109/ibigdelft.2018.8625321","doi":"https://doi.org/10.1109/ibigdelft.2018.8625321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ibigdelft.2018.8625321","pdf_url":null,"source":{"id":"https://openalex.org/S7407115863","display_name":"International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5013640755","display_name":"Elif Varol Altay","orcid":"https://orcid.org/0000-0001-8087-2754","observed_orcids":["https://orcid.org/0000-0001-8087-2754"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Elif Varol Altay","raw_affiliation_strings":["Yazilim M\u00fchendisli\u011fi, Firat \u00fcniversitesi, Elazi\u011f, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yazilim M\u00fchendisli\u011fi, Firat \u00fcniversitesi, Elazi\u011f, T\u00fcrkiye","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034084300","display_name":"Bilal Alata\u015f","orcid":"https://orcid.org/0000-0002-3513-0329","observed_orcids":["https://orcid.org/0000-0002-3513-0329"]},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bilal Alatas","raw_affiliation_strings":["Yazilim M\u00fchendisli\u011fi, Firat \u00fcniversitesi, Elazi\u011f, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yazilim M\u00fchendisli\u011fi, Firat \u00fcniversitesi, Elazi\u011f, T\u00fcrkiye","institution_ids":["https://openalex.org/I143396566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I143396566"],"apc_list":null,"apc_paid":null,"fwci":1.0616,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.829104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"91"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9940000176429749},{"id":"https://openalex.org/keywords/social-networks","display_name":"social networks","score":0.8090000152587891},{"id":"https://openalex.org/keywords/online-communities","display_name":"online communities","score":0.5479999780654907},{"id":"https://openalex.org/keywords/cybercrime","display_name":"cybercrime","score":0.7490000128746033},{"id":"https://openalex.org/keywords/verbal-bullying","display_name":"verbal bullying","score":0.5270000100135803},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.515999972820282},{"id":"https://openalex.org/keywords/bayesian-logistic-regression","display_name":"Bayesian logistic regression","score":0.7319999933242798},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9980000257492065},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9480000138282776},{"id":"https://openalex.org/keywords/j48","display_name":"J48 decision tree","score":0.9390000104904175},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9459999799728394},{"id":"https://openalex.org/keywords/algorithm-comparison","display_name":"algorithm comparison","score":0.8169999718666077}],"concepts":[{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.7400223016738892},{"id":"https://openalex.org/C2779390178","wikidata":"https://www.wikidata.org/wiki/Q29137","display_name":"Cybercrime","level":3,"score":0.7362055778503418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7181247472763062},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6020721197128296},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5465145707130432},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.523343026638031},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5160643458366394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5107266902923584},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.45971041917800903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44761309027671814},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.41795432567596436},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34962165355682373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.288541316986084}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ibigdelft.2018.8625321","doi":"https://doi.org/10.1109/ibigdelft.2018.8625321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ibigdelft.2018.8625321","pdf_url":null,"source":{"id":"https://openalex.org/S7407115863","display_name":"International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1999301235","https://openalex.org/W2141278204","https://openalex.org/W2164628858","https://openalex.org/W2216854803","https://openalex.org/W2510271005","https://openalex.org/W2781467350"],"related_works":["https://openalex.org/W7217294885","https://openalex.org/W4281707815","https://openalex.org/W3157256489","https://openalex.org/W4401493406","https://openalex.org/W4388183517","https://openalex.org/W4283517987","https://openalex.org/W4387895865","https://openalex.org/W7163325389","https://openalex.org/W4408566160","https://openalex.org/W3196715851"],"abstract_inverted_index":{"Increasing":[0],"Internet":[1],"use":[2,80],"and":[3,70,86,101],"facilitating":[4],"access":[5,68],"to":[6,15,67,108,136],"online":[7,57,62],"communities":[8],"such":[9],"as":[10],"social":[11,34,63],"media":[12],"have":[13,105,129],"led":[14],"the":[16,31,53,56,79,113,118,133,137],"emergence":[17],"of":[18,25,33,52,55,61,81,115,120],"cybercrime.":[19],"Cyber":[20],"bullying,":[21],"a":[22],"new":[23],"form":[24],"bullying":[26,45],"that":[27,39,72],"emerged":[28],"recently":[29],"with":[30,123],"development":[32],"networks,":[35],"means":[36],"sending":[37],"messages":[38],"include":[40],"slanderous":[41],"statements,":[42],"or":[43,48],"verbally":[44],"other":[46],"people":[47],"persons":[49],"in":[50],"front":[51],"rest":[54],"community.":[58],"The":[59],"characteristics":[60],"networks":[64],"enable":[65],"cyberbullies":[66],"places":[69],"countries":[71],"were":[73],"previously":[74],"unattainable.":[75],"In":[76],"this":[77],"study;":[78],"natural":[82],"language":[83],"processing":[84],"techniques":[85],"machine":[87],"learning":[88],"methods":[89],"namely,":[90],"Bayesian":[91],"logistic":[92],"regression,":[93],"random":[94],"forest":[95],"algorithm,":[96],"multilayer":[97],"sensor,":[98],"J48":[99],"algorithm":[100],"support":[102],"vector":[103],"machines":[104],"been":[106,130],"used":[107],"determine":[109],"cyber":[110],"bullying.":[111],"To":[112],"best":[114],"our":[116],"knowledge,":[117],"successes":[119],"these":[121],"algorithms":[122],"different":[124,127],"metrics":[125],"within":[126],"experiments":[128],"compared":[131],"for":[132],"first":[134],"time":[135],"real":[138],"data.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-02-21T00:00:00"}
