{"id":"https://openalex.org/W4402002246","doi":"https://doi.org/10.58344/jig.v2i8.150","title":"Analisis Sentimen Pengguna Aplikasi Kredivo Menggunakan Algoritma K-Nearest Neighbor","display_name":"Analisis Sentimen Pengguna Aplikasi Kredivo Menggunakan Algoritma K-Nearest Neighbor","publication_year":2024,"publication_date":"2024-08-25","ids":{"openalex":"https://openalex.org/W4402002246","doi":"https://doi.org/10.58344/jig.v2i8.150"},"language":"id","primary_location":{"id":"doi:10.58344/jig.v2i8.150","doi":"https://doi.org/10.58344/jig.v2i8.150","is_oa":true,"landing_page_url":"http://dx.doi.org/10.58344/jig.v2i8.150","pdf_url":null,"source":{"id":"https://openalex.org/S4390963344","display_name":"Jurnal Inovasi Global","issn_l":"3031-0512","issn":["3031-0512","3032-2723"],"is_oa":true,"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":"Jurnal Inovasi Global","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://dx.doi.org/10.58344/jig.v2i8.150","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067837764","display_name":"Saepudin Saepudin","orcid":"https://orcid.org/0000-0002-6684-3559","observed_orcids":["https://orcid.org/0000-0002-6684-3559"]},"institutions":[{"id":"https://openalex.org/I4405285303","display_name":"Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika","ror":"https://ror.org/055yck315","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405285303"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Saepudin Saepudin","raw_affiliation_strings":["Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika","institution_ids":["https://openalex.org/I4405285303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106810496","display_name":"Sutisna Sutisna","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405285303","display_name":"Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika","ror":"https://ror.org/055yck315","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405285303"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sutisna Sutisna","raw_affiliation_strings":["Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika","institution_ids":["https://openalex.org/I4405285303"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405285303"],"apc_list":null,"apc_paid":null,"fwci":0.1055,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35546481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2","issue":"8","first_page":"1013","last_page":"1028"},"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/T13373","display_name":"Data Mining and Machine Learning Applications","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/sentiment-analysis","display_name":"sentiment analysis","score":0.949999988079071},{"id":"https://openalex.org/keywords/app-reviews","display_name":"app reviews","score":0.6589999794960022},{"id":"https://openalex.org/keywords/google-play","display_name":"Google Play Store","score":0.7879999876022339},{"id":"https://openalex.org/keywords/online-reviews","display_name":"online reviews","score":0.5490000247955322},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8180000185966492},{"id":"https://openalex.org/keywords/text-classification","display_name":"text classification","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6083959341049194},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5255129337310791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2651333808898926}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.58344/jig.v2i8.150","doi":"https://doi.org/10.58344/jig.v2i8.150","is_oa":true,"landing_page_url":"http://dx.doi.org/10.58344/jig.v2i8.150","pdf_url":null,"source":{"id":"https://openalex.org/S4390963344","display_name":"Jurnal Inovasi Global","issn_l":"3031-0512","issn":["3031-0512","3032-2723"],"is_oa":true,"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":"Jurnal Inovasi Global","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.58344/jig.v2i8.150","doi":"https://doi.org/10.58344/jig.v2i8.150","is_oa":true,"landing_page_url":"http://dx.doi.org/10.58344/jig.v2i8.150","pdf_url":null,"source":{"id":"https://openalex.org/S4390963344","display_name":"Jurnal Inovasi Global","issn_l":"3031-0512","issn":["3031-0512","3032-2723"],"is_oa":true,"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":"Jurnal Inovasi Global","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3185852701","https://openalex.org/W3214550047","https://openalex.org/W4293213442","https://openalex.org/W4389818254","https://openalex.org/W4393051186","https://openalex.org/W4393226720"],"related_works":["https://openalex.org/W4406819532","https://openalex.org/W4390864222","https://openalex.org/W7223116001","https://openalex.org/W7134805045","https://openalex.org/W4293213442","https://openalex.org/W7211938892","https://openalex.org/W4414189473","https://openalex.org/W7216381331","https://openalex.org/W7160832788","https://openalex.org/W4318676491"],"abstract_inverted_index":{"Di":[0],"era":[1],"teknologi":[2],"saat":[3],"ini,":[4],"internet":[5],"telah":[6,83],"memegang":[7],"peranan":[8],"penting":[9],"dalam":[10,42,101],"segala":[11],"aspek":[12],"kehidupan":[13],"manusia.":[14],"Hal":[15],"ini":[16,55,134,150],"juga":[17,56,98],"yang":[18,33,82,119,155,173],"mendorong":[19],"berbagai":[20],"aplikasi":[21,65,113,124,141,223],"mobile":[22],"menjadi":[23,84],"berkembang":[24],"dengan":[25,51,58,63,111,188,197,216],"sangat":[26],"cepat.":[27],"Kredivo":[28],"adalah":[29],"solusi":[30],"kredit":[31,60],"instan":[32],"memberikan":[34],"kemudahan":[35],"untuk":[36,71,93,151],"beli":[37],"sekarang":[38],"dan":[39,115,179,203],"bayar":[40],"nanti":[41],"tenor":[43,47],"1":[44],"bulan":[45,50],"atau":[46],"cicilan":[48,73],"3":[49],"bunga":[52],"0%.":[53],"Aplikasi":[54],"dikenal":[57],"kartu":[59],"digital":[61],"dimana":[62],"melalui":[64,121],"kredivo":[66,89,125,142],"tersebut":[67],"peminjam":[68,97],"dapat":[69,99,207,213],"menggunakannya":[70],"belanja":[72],"secara":[74],"online":[75],"ataupun":[76],"offline":[77],"di":[78],"lebih":[79],"dari":[80,148],"4000":[81],"partner":[85],"kredivo.":[86,224],"Selain":[87],"itu":[88,132],"tidak":[90,106],"hanya":[91],"digunakan":[92],"keperluan":[94],"berbelanja":[95],"saja,":[96],"mencairkan":[100],"bentuk":[102],"uang":[103],"tunai.":[104],"Namun,":[105],"semua":[107],"penggunanya":[108],"merasa":[109],"puas":[110],"pelayanan":[112],"tersebut.":[114],"terdapat":[116],"banyak":[117],"komentar":[118],"disampaikan":[120],"fitur":[122],"ulasan":[123,220],"pada":[126,221],"google":[127],"play":[128],"store.":[129],"Oleh":[130],"sebab":[131],"penelitian":[133,149],"penulis":[135],"mencoba":[136],"melakukan":[137],"analisis":[138],"sentimen":[139,175,181,215],"pengguna":[140,222],"menggunakan":[143,166,218],"algoritma":[144,158,210],"k-nearest":[145,159,211],"neighbord.":[146],"Tujuan":[147],"mengtahui":[152],"nilai":[153,193,198],"akurasi":[154],"dihasilkan":[156],"oleh":[157],"neighbor.":[160],"Dari":[161],"pengujian":[162,189],"terhadap":[163],"1880":[164],"data":[165,219],"model":[167],"cross":[168],"validation":[169],"didapat":[170],"bahwa":[171,209],"riview":[172],"mengandung":[174,180],"positif":[176],"sebanyak":[177,183],"62,55%":[178],"negatif":[182],"37,45%.":[184],"Evaluasi":[185],"hasil":[186],"klasifikasi":[187],"confution":[190],"matrix":[191],"diperoleh":[192],"accurasy":[194],"79,36%":[195],",":[196],"recall":[199],"83,08%,":[200],"precision":[201],"72,15%,":[202],"recall(Specificity)":[204],"73,15%.":[205],"sehingga":[206],"disimpulkan":[208],"neighbord":[212],"mengklasifikasi":[214],"baik":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-08-30T00:00:00"}