{"id":"https://openalex.org/W4386955751","doi":"https://doi.org/10.25077/teknosi.v9i2.2023.218-226","title":"Penerapan Algoritma Decision Tree untuk Ulasan Aplikasi Vidio di Google Play","display_name":"Penerapan Algoritma Decision Tree untuk Ulasan Aplikasi Vidio di Google Play","publication_year":2023,"publication_date":"2023-09-19","ids":{"openalex":"https://openalex.org/W4386955751","doi":"https://doi.org/10.25077/teknosi.v9i2.2023.218-226"},"language":"id","primary_location":{"id":"doi:10.25077/teknosi.v9i2.2023.218-226","doi":"https://doi.org/10.25077/teknosi.v9i2.2023.218-226","is_oa":true,"landing_page_url":"http://dx.doi.org/10.25077/teknosi.v9i2.2023.218-226","pdf_url":"https://teknosi.fti.unand.ac.id/index.php/teknosi/article/download/2385/pdf","source":{"id":"https://openalex.org/S4210210820","display_name":"Jurnal Nasional Teknologi dan Sistem Informasi","issn_l":"2460-3465","issn":["2460-3465","2476-8812"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314987","host_organization_name":"Andalas University","host_organization_lineage":["https://openalex.org/P4310314987"],"host_organization_lineage_names":["Andalas University"],"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 Nasional Teknologi dan Sistem Informasi","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://teknosi.fti.unand.ac.id/index.php/teknosi/article/download/2385/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045632703","display_name":"Ivana Lucia Kharisma","orcid":"https://orcid.org/0009-0000-8017-1579","observed_orcids":["https://orcid.org/0009-0000-8017-1579"]},"institutions":[{"id":"https://openalex.org/I4404532884","display_name":"Nusa Putra University","ror":"https://ror.org/006q88a11","country_code":"ID","type":"education","lineage":["https://openalex.org/I4404532884"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ivana Lucia Kharisma","raw_affiliation_strings":["Program Studi Teknik Informatika, Universitas Nusa Putra","Universitas Nusa Putra"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Teknik Informatika, Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]},{"raw_affiliation_string":"Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108897704","display_name":"Dhea Ayu Septiani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4404532884","display_name":"Nusa Putra University","ror":"https://ror.org/006q88a11","country_code":"ID","type":"education","lineage":["https://openalex.org/I4404532884"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Dhea Ayu Septiani","raw_affiliation_strings":["Program Studi Teknik Informatika, Universitas Nusa Putra","Universitas Nusa Putra"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Teknik Informatika, Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]},{"raw_affiliation_string":"Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058243830","display_name":"Anggun Fergina","orcid":"https://orcid.org/0009-0009-9603-7257","observed_orcids":["https://orcid.org/0009-0009-9603-7257"]},"institutions":[{"id":"https://openalex.org/I4404532884","display_name":"Nusa Putra University","ror":"https://ror.org/006q88a11","country_code":"ID","type":"education","lineage":["https://openalex.org/I4404532884"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Anggun Fergina","raw_affiliation_strings":["Program Studi Teknik Informatika, Universitas Nusa Putra","Universitas Nusa Putra"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Teknik Informatika, Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]},{"raw_affiliation_string":"Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063903863","display_name":"Kamdan Kamdan","orcid":"https://orcid.org/0009-0000-8468-7716","observed_orcids":["https://orcid.org/0009-0000-8468-7716"]},"institutions":[{"id":"https://openalex.org/I4404532884","display_name":"Nusa Putra University","ror":"https://ror.org/006q88a11","country_code":"ID","type":"education","lineage":["https://openalex.org/I4404532884"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kamdan Kamdan","raw_affiliation_strings":["Program Studi Teknik Informatika, Universitas Nusa Putra","Universitas Nusa Putra"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Teknik Informatika, Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]},{"raw_affiliation_string":"Universitas Nusa Putra","institution_ids":["https://openalex.org/I4404532884"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4404532884"],"apc_list":null,"apc_paid":null,"fwci":0.0885,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.40495774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":"2","first_page":"218","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9955999851226807,"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":0.9955999851226807,"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":0.00279999990016222,"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":0.00039999998989515007,"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/google-play-reviews","display_name":"Google Play reviews","score":0.8140000104904175},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.8460000157356262},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.4790000021457672},{"id":"https://openalex.org/keywords/online-reviews","display_name":"online reviews","score":0.48899999260902405},{"id":"https://openalex.org/keywords/train-test-split","display_name":"train-test split","score":0.5529999732971191},{"id":"https://openalex.org/keywords/model-accuracy","display_name":"model accuracy","score":0.6539999842643738}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.478710412979126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4578996002674103},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.2500590980052948}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.25077/teknosi.v9i2.2023.218-226","doi":"https://doi.org/10.25077/teknosi.v9i2.2023.218-226","is_oa":true,"landing_page_url":"http://dx.doi.org/10.25077/teknosi.v9i2.2023.218-226","pdf_url":"https://teknosi.fti.unand.ac.id/index.php/teknosi/article/download/2385/pdf","source":{"id":"https://openalex.org/S4210210820","display_name":"Jurnal Nasional Teknologi dan Sistem Informasi","issn_l":"2460-3465","issn":["2460-3465","2476-8812"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314987","host_organization_name":"Andalas University","host_organization_lineage":["https://openalex.org/P4310314987"],"host_organization_lineage_names":["Andalas University"],"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 Nasional Teknologi dan Sistem Informasi","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.teknosi.fti.unand.ac.id:article/2385","doi":null,"is_oa":true,"landing_page_url":"https://teknosi.fti.unand.ac.id/index.php/teknosi/article/view/2385","pdf_url":null,"source":{"id":"https://openalex.org/S4210210820","display_name":"Jurnal Nasional Teknologi dan Sistem Informasi","issn_l":"2460-3465","issn":["2460-3465","2476-8812"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314987","host_organization_name":"Andalas University","host_organization_lineage":["https://openalex.org/P4310314987"],"host_organization_lineage_names":["Andalas University"],"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":"2460-3465","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:a064daff14f14d48a351797c0f4a4640","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a064daff14f14d48a351797c0f4a4640","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jurnal Teknologi dan Sistem Informasi, Vol 9, Iss 2 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.25077/teknosi.v9i2.2023.218-226","doi":"https://doi.org/10.25077/teknosi.v9i2.2023.218-226","is_oa":true,"landing_page_url":"http://dx.doi.org/10.25077/teknosi.v9i2.2023.218-226","pdf_url":"https://teknosi.fti.unand.ac.id/index.php/teknosi/article/download/2385/pdf","source":{"id":"https://openalex.org/S4210210820","display_name":"Jurnal Nasional Teknologi dan Sistem Informasi","issn_l":"2460-3465","issn":["2460-3465","2476-8812"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310314987","host_organization_name":"Andalas University","host_organization_lineage":["https://openalex.org/P4310314987"],"host_organization_lineage_names":["Andalas University"],"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 Nasional Teknologi dan Sistem Informasi","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386955751.pdf","grobid_xml":"https://content.openalex.org/works/W4386955751.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2944608854","https://openalex.org/W2944840229","https://openalex.org/W2990158396","https://openalex.org/W3091850998","https://openalex.org/W3118814917","https://openalex.org/W3148181069","https://openalex.org/W3159841030","https://openalex.org/W3201218943","https://openalex.org/W3217131274","https://openalex.org/W4225595199","https://openalex.org/W4296107001","https://openalex.org/W4320075938"],"related_works":["https://openalex.org/W4390755013","https://openalex.org/W7219199390","https://openalex.org/W4379659502","https://openalex.org/W4414445858","https://openalex.org/W7142747264","https://openalex.org/W4413289543","https://openalex.org/W4415268966","https://openalex.org/W7211966033","https://openalex.org/W7116895564","https://openalex.org/W4401846329"],"abstract_inverted_index":{"Aplikasi":[0],"berbasis":[1],"video":[2,26,38,54],"streaming":[3,37],"atau":[4,34,113,167],"siaran":[5],"langsung":[6],"menjadi":[7],"jenis":[8],"aplikasi":[9],"paling":[10],"banyak":[11],"digunakan":[12],"di":[13,61],"dunia.":[14],"Video":[15],"On":[16],"Demand":[17],"merupakan":[18],"sistem":[19],"interaktif":[20],"yang":[21,27,39,78,84,155,174],"memungkinkan":[22,47],"kita":[23],"memilih":[24],"konten":[25],"akan":[28],"ditonton.":[29],"Vidio":[30,64],"adalah":[31,86],"portal":[32],"online":[33],"situs":[35],"web":[36,45],"didirikan":[40],"pada":[41,90,139],"tahun":[42],"2014.":[43],"Situs":[44],"ini":[46,163,183],"pengguna":[48],"untuk":[49,158,179],"menonton":[50],"dan":[51,55,107,131,146],"menikmati":[52],"berbagai":[53],"layanan":[56],"lain.":[57],"Namun,":[58],"berdasarkan":[59],"ulasan":[60],"Google":[62],"Play,":[63],"mendapatkan":[65],"rating":[66],"rata-rata":[67],"hanya":[68],"sebesar":[69,136,151],"3.7":[70],"dari":[71,125,172],"623.000":[72],"lebih":[73],"total":[74],"ulasan.":[75],"Hal":[76],"tersebut":[77,101],"mendorong":[79],"dilakukannya":[80],"penelitian":[81,162,182],"ini.":[82],"Data":[83,100],"dikumpulkan":[85],"sebanyak":[87],"1000":[88],"data":[89,127,129,133,142,148],"rentang":[91],"waktu":[92],"2":[93],"Februari":[94,98],"2023":[95],"\u2013":[96],"19":[97],"2023.":[99],"diklasifikasikan":[102],"ke":[103],"dalam":[104],"sentimen":[105],"positif":[106],"negatif":[108],"menggunakan":[109,164,187],"algoritma":[110],"Decision":[111],"Tree":[112],"Pohon":[114],"Keputusan.":[115],"Berdasarkan":[116],"3":[117],"skenario":[118,140],"pembagian":[119,126,141,147],"data,":[120],"didapatkan":[121],"akurasi":[122,154],"terbesar":[123],"diperoleh":[124],"80%":[128],"latih":[130],"20%":[132],"uji":[134],"yaitu":[135],"97.3%.":[137],"sedangkan":[138],"70:30,":[143],"akurasinya":[144,150],"96.8%,":[145],"90:10":[149],"96.8%.":[152],"Dari":[153],"telah":[156,175],"diperoleh,":[157],"evaluasi":[159],"pengujian":[160],"model,":[161],"Confusion":[165],"Matrix":[166],"Matriks":[168],"Kebingungan.":[169],"Agar":[170],"prediksi":[171],"model":[173,185],"dilatih":[176],"agar":[177],"tersedia":[178],"orang":[180],"lain,":[181],"melakukan":[184],"deployment":[186],"Streamlit.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-09-06T09:10:53.072986","created_date":"2023-09-23T00:00:00"}
