{"id":"https://openalex.org/W4401007688","doi":"https://doi.org/10.62951/modem.v2i3.112","title":"Perbandingan Performa Labeling Lexicon InSet dan VADER pada Analisa Sentimen Rohingya di Aplikasi X dengan SVM","display_name":"Perbandingan Performa Labeling Lexicon InSet dan VADER pada Analisa Sentimen Rohingya di Aplikasi X dengan SVM","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4401007688","doi":"https://doi.org/10.62951/modem.v2i3.112"},"language":"en","primary_location":{"id":"doi:10.62951/modem.v2i3.112","doi":"https://doi.org/10.62951/modem.v2i3.112","is_oa":true,"landing_page_url":"https://doi.org/10.62951/modem.v2i3.112","pdf_url":"https://journal.aptii.or.id/index.php/Modem/article/download/112/164","source":{"id":"https://openalex.org/S4404662503","display_name":"Modem","issn_l":"3046-7209","issn":["3046-7209","3046-7217"],"is_oa":false,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Modem : Jurnal Informatika dan Sains Teknologi.","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journal.aptii.or.id/index.php/Modem/article/download/112/164","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5105052871","display_name":"Muhammad Fernanda Naufal Fathoni","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I3130997290","display_name":"University of Pembangunan Nasional Veteran Jawa Timur","ror":"https://ror.org/05sbm1c04","country_code":"ID","type":"education","lineage":["https://openalex.org/I3130997290"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Fernanda Naufal Fathoni","raw_affiliation_strings":["Universitas Pembangunan Nasional Veteran Jawa Timur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional Veteran Jawa Timur","institution_ids":["https://openalex.org/I3130997290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085723853","display_name":"Eva Yulia Puspaningrum","orcid":"https://orcid.org/0009-0007-8558-1607","observed_orcids":["https://orcid.org/0009-0007-8558-1607"]},"institutions":[{"id":"https://openalex.org/I3130997290","display_name":"University of Pembangunan Nasional Veteran Jawa Timur","ror":"https://ror.org/05sbm1c04","country_code":"ID","type":"education","lineage":["https://openalex.org/I3130997290"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Eva Yulia Puspaningrum","raw_affiliation_strings":["Universitas Pembangunan Nasional Veteran Jawa Timur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional Veteran Jawa Timur","institution_ids":["https://openalex.org/I3130997290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015515011","display_name":"Andreas Nugroho Sihananto","orcid":"https://orcid.org/0000-0002-0347-4477","observed_orcids":["https://orcid.org/0000-0002-0347-4477"]},"institutions":[{"id":"https://openalex.org/I3130997290","display_name":"University of Pembangunan Nasional Veteran Jawa Timur","ror":"https://ror.org/05sbm1c04","country_code":"ID","type":"education","lineage":["https://openalex.org/I3130997290"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andreas Nugroho Sihananto","raw_affiliation_strings":["Universitas Pembangunan Nasional Veteran Jawa Timur"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Pembangunan Nasional Veteran Jawa Timur","institution_ids":["https://openalex.org/I3130997290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3130997290"],"apc_list":null,"apc_paid":null,"fwci":2.3784,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90538311,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"2","issue":"3","first_page":"62","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T10664","display_name":"Sentiment Analysis and Opinion Mining","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/T12262","display_name":"Hate Speech and Cyberbullying Detection","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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","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/sentiment-analysis","display_name":"sentiment analysis","score":0.9539999961853027},{"id":"https://openalex.org/keywords/lexicon-based-sentiment-labeling","display_name":"lexicon-based sentiment labeling","score":0.8199999928474426},{"id":"https://openalex.org/keywords/inset-lexicon","display_name":"InSet lexicon","score":0.9919999837875366},{"id":"https://openalex.org/keywords/vader","display_name":"VADER","score":0.8230000138282776},{"id":"https://openalex.org/keywords/rohingya","display_name":"Rohingya","score":0.5419999957084656},{"id":"https://openalex.org/keywords/social-media-discourse","display_name":"social media discourse","score":0.6809999942779541},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.7680000066757202},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9580000042915344},{"id":"https://openalex.org/keywords/tf-idf","display_name":"TF-IDF","score":0.9160000085830688}],"concepts":[{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.46078670024871826},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3450345993041992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2532745599746704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.62951/modem.v2i3.112","doi":"https://doi.org/10.62951/modem.v2i3.112","is_oa":true,"landing_page_url":"https://doi.org/10.62951/modem.v2i3.112","pdf_url":"https://journal.aptii.or.id/index.php/Modem/article/download/112/164","source":{"id":"https://openalex.org/S4404662503","display_name":"Modem","issn_l":"3046-7209","issn":["3046-7209","3046-7217"],"is_oa":false,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Modem : Jurnal Informatika dan Sains Teknologi.","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.62951/modem.v2i3.112","doi":"https://doi.org/10.62951/modem.v2i3.112","is_oa":true,"landing_page_url":"https://doi.org/10.62951/modem.v2i3.112","pdf_url":"https://journal.aptii.or.id/index.php/Modem/article/download/112/164","source":{"id":"https://openalex.org/S4404662503","display_name":"Modem","issn_l":"3046-7209","issn":["3046-7209","3046-7217"],"is_oa":false,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Modem : Jurnal Informatika dan Sains Teknologi.","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/W4401007688.pdf","grobid_xml":"https://content.openalex.org/works/W4401007688.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2792017515","https://openalex.org/W2993843842","https://openalex.org/W3013577339","https://openalex.org/W3014671891","https://openalex.org/W3042653675","https://openalex.org/W3049160157","https://openalex.org/W4210827551","https://openalex.org/W4388996799"],"related_works":["https://openalex.org/W7220604603","https://openalex.org/W7117675620","https://openalex.org/W7162653380","https://openalex.org/W7216935087","https://openalex.org/W7218318882","https://openalex.org/W2780158958","https://openalex.org/W3015200540","https://openalex.org/W3135298638","https://openalex.org/W4387620803","https://openalex.org/W7166674092"],"abstract_inverted_index":{"Rohingya":[0],"in":[1],"Indonesia":[2],"has":[3,183],"become":[4],"trending":[5],"conversation":[6],"on":[7],"social":[8,124],"media.":[9],"Sentiment":[10],"analysis":[11],"can":[12],"get":[13],"public":[14],"responds.":[15],"Big":[16],"data":[17],"makes":[18,55],"the":[19,26,32,67,72,78,82,86,93,96,147,179],"problem":[20],"time":[21],"efficiency":[22],"labeling":[23,33,79,148],"process,":[24],"therefore":[25],"lexicon":[27,73,84,88,103,136,171,182],"dictionary":[28],"is":[29,36,52,62],"needed":[30],"for":[31],"process.":[34],"Data":[35,122],"growing":[37],"and":[38,47,54,85,112,115,132,143,157,164],"circulating":[39],"very":[40],"rapidly":[41],"so":[42],"it":[43,51,56,61],"takes":[44],"a":[45],"fast":[46,53],"efficient":[48],"time.":[49],"Although":[50],"easier":[57],"to":[58,65,91],"solve":[59],"problems,":[60],"still":[63],"necessary":[64],"question":[66],"accuracy":[68,94,116,166,172],"produced":[69,152],"when":[70],"using":[71,119],"labeling.":[74,97],"A":[75],"comparison":[76],"of":[77,95,108,169,176,186],"process":[80],"between":[81],"InSet":[83,135,170],"VADER":[87,151,180],"was":[89,99],"conducted":[90],"determine":[92],"It":[98],"done":[100],"by":[101],"combining":[102],"with":[104,134,150,167],"machine":[105,111],"learning":[106],"method":[107],"support":[109],"vector":[110],"TF-IDF":[113],"weighting":[114],"result":[117,137],"calculated":[118,165],"confusion":[120],"marix.":[121],"from":[123],"media":[125],"X":[126],"as":[127,129],"many":[128],"9117":[130],"lines":[131],"labeled":[133],"5241":[138],"negative":[139],"sentiments,":[140],"1369":[141],"positive,":[142,154],"521":[144],"neutral.":[145,159],"Then":[146],"results":[149,168],"2749":[153],"2523":[155],"negative,":[156],"1881":[158],"After":[160],"labeled,":[161],"processed":[162],"SVM":[163,181],"having":[173],"an":[174,184],"average":[175,185],"85.8%":[177],"while":[178],"82.65%.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-26T00:00:00"}
