{"id":"https://openalex.org/W4283815214","doi":"https://doi.org/10.1109/icat54566.2022.9811159","title":"Usage of user hate speech index for improving hate speech detection in Twitter posts","display_name":"Usage of user hate speech index for improving hate speech detection in Twitter posts","publication_year":2022,"publication_date":"2022-06-16","ids":{"openalex":"https://openalex.org/W4283815214","doi":"https://doi.org/10.1109/icat54566.2022.9811159"},"language":"en","primary_location":{"id":"doi:10.1109/icat54566.2022.9811159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icat54566.2022.9811159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 XXVIII International Conference on Information, Communication and Automation Technologies (ICAT)","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/A5107936283","display_name":"Ehlimana Krupalija","orcid":null},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Ehlimana Krupalija","raw_affiliation_strings":["University of Sarajevo,Faculty of Electrical Engineering,Sarajevo,Bosnia and Herzegovina","Faculty of Electrical Engineering, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Electrical Engineering,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012540722","display_name":"D\u017eenana \u0110onko","orcid":"https://orcid.org/0000-0002-8933-006X"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Dzenana Donko","raw_affiliation_strings":["University of Sarajevo,Faculty of Electrical Engineering,Sarajevo,Bosnia and Herzegovina","Faculty of Electrical Engineering, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Electrical Engineering,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056342235","display_name":"Haris \u0160upi\u0107","orcid":"https://orcid.org/0000-0001-8624-293X"},"institutions":[{"id":"https://openalex.org/I104817121","display_name":"University of Sarajevo","ror":"https://ror.org/02hhwgd43","country_code":"BA","type":"education","lineage":["https://openalex.org/I104817121"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Haris Supic","raw_affiliation_strings":["University of Sarajevo,Faculty of Electrical Engineering,Sarajevo,Bosnia and Herzegovina","Faculty of Electrical Engineering, University of Sarajevo, Sarajevo, Bosnia and Herzegovina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sarajevo,Faculty of Electrical Engineering,Sarajevo,Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Sarajevo, Sarajevo, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I104817121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I104817121"],"apc_list":null,"apc_paid":null,"fwci":0.8326,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7743132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12262","display_name":"Hate Speech and Cyberbullying Detection","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9905999898910522,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9815000295639038,"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/computer-science","display_name":"Computer science","score":0.8093643188476562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5848283767700195},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.572497546672821},{"id":"https://openalex.org/keywords/lexical-analysis","display_name":"Lexical analysis","score":0.5689561367034912},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.5160569548606873},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5127261877059937},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.49713996052742004},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4885493218898773},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.48020634055137634},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46809864044189453},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4680931866168976},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.44984859228134155},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4207109212875366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38112103939056396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32063576579093933},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.2698260545730591},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.23480993509292603},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11223804950714111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8093643188476562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5848283767700195},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.572497546672821},{"id":"https://openalex.org/C176982825","wikidata":"https://www.wikidata.org/wiki/Q835922","display_name":"Lexical analysis","level":2,"score":0.5689561367034912},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.5160569548606873},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5127261877059937},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.49713996052742004},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4885493218898773},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48020634055137634},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46809864044189453},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4680931866168976},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.44984859228134155},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4207109212875366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38112103939056396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32063576579093933},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.2698260545730591},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.23480993509292603},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11223804950714111},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icat54566.2022.9811159","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icat54566.2022.9811159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 XXVIII International Conference on Information, Communication and Automation Technologies (ICAT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.800000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W13049418","https://openalex.org/W80056832","https://openalex.org/W2097726431","https://openalex.org/W2112193258","https://openalex.org/W2473555522","https://openalex.org/W2595653137","https://openalex.org/W2785615365","https://openalex.org/W2806872289","https://openalex.org/W2954858824","https://openalex.org/W2985809624","https://openalex.org/W3013327531","https://openalex.org/W3038114639","https://openalex.org/W3094626248","https://openalex.org/W3099549037","https://openalex.org/W3123194653","https://openalex.org/W4233906183","https://openalex.org/W4237236543","https://openalex.org/W4254724182","https://openalex.org/W4287019879","https://openalex.org/W4300236394","https://openalex.org/W4393701013","https://openalex.org/W6681168511","https://openalex.org/W6748037105","https://openalex.org/W6752327051","https://openalex.org/W6769689177","https://openalex.org/W6775396734","https://openalex.org/W6800686222","https://openalex.org/W6818478393","https://openalex.org/W6839982169"],"related_works":["https://openalex.org/W4386014872","https://openalex.org/W4361193986","https://openalex.org/W1847536016","https://openalex.org/W3149094754","https://openalex.org/W3172681236","https://openalex.org/W2148703997","https://openalex.org/W4366851046","https://openalex.org/W2033371749","https://openalex.org/W3214032513","https://openalex.org/W4389581355"],"abstract_inverted_index":{"Social":[0],"media":[1],"is":[2],"an":[3,154],"important":[4],"source":[5],"of":[6,31,62,94,134,173,188,202],"real-world":[7],"data":[8,20,146],"for":[9,26,43,59,89,107,139],"sentiment":[10],"analysis.":[11],"Hate":[12],"speech":[13,47,92,176,191,204],"detection":[14],"models":[15],"can":[16],"be":[17],"trained":[18],"on":[19,50],"from":[21,99],"Twitter":[22,64],"and":[23,29,72,81,109,118,127,142,148,178],"then":[24],"utilized":[25],"content":[27],"filtering":[28],"removal":[30,80],"posts":[32,65],"which":[33,66],"contain":[34],"hate":[35,46,68,91,175,190,203],"speech.":[36,69],"This":[37],"work":[38],"proposes":[39],"a":[40,171],"new":[41],"algorithm":[42,86],"calculating":[44],"user":[45,51,174,180,189,197],"index":[48,93,177],"based":[49],"post":[52],"history.":[53],"Three":[54],"available":[55],"datasets":[56],"were":[57,137,151],"merged":[58],"the":[60,100,135,168,186,200],"purpose":[61],"acquiring":[63],"contained":[67],"Text":[70],"preprocessing":[71],"tokenization":[73],"was":[74,87,105,164],"performed,":[75],"as":[76,78],"well":[77],"outlier":[79],"class":[82],"balancing.":[83],"The":[84,102,160,182],"proposed":[85],"used":[88,106,138,152],"determining":[90],"users":[95],"who":[96],"posted":[97],"tweets":[98],"dataset.":[101],"preprocessed":[103],"dataset":[104,136],"training":[108,141,167],"testing":[110],"multiple":[111],"machine":[112],"learning":[113],"models:":[114],"k-means":[115],"clustering":[116],"without":[117,195],"with":[119,193],"principal":[120],"component":[121],"analysis,":[122],"na\u00efve":[123],"Bayes,":[124],"decision":[125],"tree":[126],"random":[128],"forest.":[129],"Four":[130],"different":[131],"feature":[132],"subsets":[133],"model":[140,169],"testing.":[143],"Anomaly":[144],"detection,":[145],"transformation":[147],"parameter":[149],"tuning":[150],"in":[153],"attempt":[155],"to":[156],"improve":[157],"classification":[158],"accuracy.":[159],"highest":[161],"F1":[162],"measure":[163],"achieved":[165],"by":[166],"using":[170],"combination":[172],"other":[179,196],"features.":[181],"results":[183],"show":[184],"that":[185],"usage":[187],"index,":[192],"or":[194],"features,":[198],"improves":[199],"accuracy":[201],"detection.":[205]},"counts_by_year":[{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
