{"id":"https://openalex.org/W4392445498","doi":"https://doi.org/10.1145/3639233.3639247","title":"Exploring the Impact of Lexicon-based Knowledge Transfer for Hate Speech Detection in Indonesia Code-Mixed Languages","display_name":"Exploring the Impact of Lexicon-based Knowledge Transfer for Hate Speech Detection in Indonesia Code-Mixed Languages","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4392445498","doi":"https://doi.org/10.1145/3639233.3639247"},"language":"en","primary_location":{"id":"doi:10.1145/3639233.3639247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639233.3639247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval","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/A5072734293","display_name":"Endang Wahyu Pamungkas","orcid":"https://orcid.org/0000-0003-0156-6754"},"institutions":[{"id":"https://openalex.org/I3131389504","display_name":"Muhammadiyah University of Surakarta","ror":"https://ror.org/03cnmz153","country_code":"ID","type":"education","lineage":["https://openalex.org/I3131389504"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Endang Wahyu Pamungkas","raw_affiliation_strings":["Informatics Engineering Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Informatics Engineering Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia","institution_ids":["https://openalex.org/I3131389504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034480390","display_name":"Dian Purworini","orcid":"https://orcid.org/0000-0003-1632-5582"},"institutions":[{"id":"https://openalex.org/I3131389504","display_name":"Muhammadiyah University of Surakarta","ror":"https://ror.org/03cnmz153","country_code":"ID","type":"education","lineage":["https://openalex.org/I3131389504"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dian Purworini","raw_affiliation_strings":["Communication Science Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Communication Science Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia","institution_ids":["https://openalex.org/I3131389504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026968467","display_name":"Diah Priyawati","orcid":"https://orcid.org/0000-0002-8010-5501"},"institutions":[{"id":"https://openalex.org/I3131389504","display_name":"Muhammadiyah University of Surakarta","ror":"https://ror.org/03cnmz153","country_code":"ID","type":"education","lineage":["https://openalex.org/I3131389504"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Diah Priyawati","raw_affiliation_strings":["Informatics Engineering Department, Universitas Muhammadiyah Surakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Informatics Engineering Department, Universitas Muhammadiyah Surakarta, Indonesia","institution_ids":["https://openalex.org/I3131389504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092632531","display_name":"Rona Rizkhy Bunga Chasana","orcid":"https://orcid.org/0000-0002-4846-5427"},"institutions":[{"id":"https://openalex.org/I3131389504","display_name":"Muhammadiyah University of Surakarta","ror":"https://ror.org/03cnmz153","country_code":"ID","type":"education","lineage":["https://openalex.org/I3131389504"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rona Rizkhy Bunga Chasana","raw_affiliation_strings":["Communication Science Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Communication Science Department, Universitas Muhammadiyah Surakarta, Indonesia and Social Informatics Research Center, Universitas Muhammadiyah Surakarta, Indonesia","institution_ids":["https://openalex.org/I3131389504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072734293"],"corresponding_institution_ids":["https://openalex.org/I3131389504"],"apc_list":null,"apc_paid":null,"fwci":0.5237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73395071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"90"},"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/T10485","display_name":"Bullying, Victimization, and Aggression","score":0.9244999885559082,"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/T10557","display_name":"Social Media and Politics","score":0.9010999798774719,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.9323630332946777},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8202136754989624},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5800565481185913},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5503692626953125},{"id":"https://openalex.org/keywords/indonesian","display_name":"Indonesian","score":0.4803641736507416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46437373757362366},{"id":"https://openalex.org/keywords/safer","display_name":"SAFER","score":0.4354560375213623},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2718451917171478},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10457485914230347},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.07362505793571472}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.9323630332946777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8202136754989624},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5800565481185913},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5503692626953125},{"id":"https://openalex.org/C2779207338","wikidata":"https://www.wikidata.org/wiki/Q9240","display_name":"Indonesian","level":2,"score":0.4803641736507416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46437373757362366},{"id":"https://openalex.org/C2776654903","wikidata":"https://www.wikidata.org/wiki/Q2601463","display_name":"SAFER","level":2,"score":0.4354560375213623},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2718451917171478},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10457485914230347},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.07362505793571472},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639233.3639247","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639233.3639247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2892181857","https://openalex.org/W2903822854","https://openalex.org/W2952629768","https://openalex.org/W3021217580","https://openalex.org/W3135855479","https://openalex.org/W3172559340","https://openalex.org/W4281395557","https://openalex.org/W4306873631","https://openalex.org/W4309947476","https://openalex.org/W4366824612","https://openalex.org/W4380999055","https://openalex.org/W4382201599"],"related_works":["https://openalex.org/W2953205341","https://openalex.org/W235065745","https://openalex.org/W2029935773","https://openalex.org/W2787754950","https://openalex.org/W1572215850","https://openalex.org/W1985775355","https://openalex.org/W2352115286","https://openalex.org/W2084793300","https://openalex.org/W1831473261","https://openalex.org/W4293870971"],"abstract_inverted_index":{"In":[0],"this":[1,100,153],"study,":[2],"our":[3,156],"objective":[4],"is":[5],"to":[6,57,73,120],"examine":[7],"the":[8,21,26,59,62,95,109,121,139,143,169],"influence":[9],"of":[10,28,61,111,123,158],"external":[11],"knowledge":[12,17],"from":[13,44],"a":[14,39,85,130],"lexicon":[15,40,70,86,140],"on":[16,42],"transfer":[18],"for":[19,171],"mitigating":[20],"language":[22],"shift":[23],"issue":[24],"in":[25,31,76,99,114,150,163],"detection":[27,110,175],"hate":[29,78,112,151,160],"speech":[30,79,113,161],"code-mixed":[32,81,115,165],"languages.":[33,82],"To":[34],"accomplish":[35],"this,":[36],"we":[37,48],"constructed":[38],"based":[41],"findings":[43],"previous":[45],"studies.":[46],"Subsequently,":[47],"implemented":[49],"several":[50],"machine":[51],"learning":[52],"models":[53],"with":[54],"various":[55],"scenarios":[56],"assess":[58],"impact":[60],"lexicon.":[63],"The":[64],"experimental":[65],"results":[66],"demonstrate":[67],"that":[68,87],"incorporating":[69],"features":[71],"leads":[72],"improved":[74],"performance":[75],"detecting":[77],"within":[80],"Particularly,":[83],"utilizing":[84],"encompasses":[88],"both":[89],"implicit":[90,146],"and":[91,118,132,141,147,167],"explicit":[92,148],"lexicons":[93],"yields":[94],"most":[96],"favorable":[97],"outcomes":[98],"investigation.":[101],"This":[102],"research":[103],"provides":[104],"valuable":[105],"insights":[106],"into":[107],"understanding":[108,157],"Indonesian":[116],"languages":[117,166],"contributes":[119],"advancement":[122],"more":[124,133,173],"robust":[125],"systems":[126],"aimed":[127],"at":[128],"fostering":[129],"safer":[131],"inclusive":[134],"online":[135],"environment.":[136],"By":[137],"leveraging":[138],"exploring":[142],"interplay":[144],"between":[145],"elements":[149],"speech,":[152],"study":[154],"enhances":[155],"addressing":[159],"challenges":[162],"Indonesia":[164],"paves":[168],"way":[170],"developing":[172],"effective":[174],"mechanisms.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}