{"id":"https://openalex.org/W4413852002","doi":"https://doi.org/10.33795/jip.v11i4.7398","title":"Implementasi Sistem Rekomendasi Produk Mebel Berbasis Web Menggunakan Content-Based Filtering","display_name":"Implementasi Sistem Rekomendasi Produk Mebel Berbasis Web Menggunakan Content-Based Filtering","publication_year":2025,"publication_date":"2025-08-29","ids":{"openalex":"https://openalex.org/W4413852002","doi":"https://doi.org/10.33795/jip.v11i4.7398"},"language":"id","primary_location":{"id":"doi:10.33795/jip.v11i4.7398","doi":"https://doi.org/10.33795/jip.v11i4.7398","is_oa":true,"landing_page_url":"https://doi.org/10.33795/jip.v11i4.7398","pdf_url":"https://jurnal.polinema.ac.id/index.php/jip/article/download/7398/4892","source":{"id":"https://openalex.org/S4210178834","display_name":"Jurnal Informatika Polinema","issn_l":"2407-070X","issn":["2407-070X","2614-6371"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I4405261658","host_organization_name":"Politeknik Negeri Malang","host_organization_lineage":["https://openalex.org/I4405261658"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Informatika Polinema","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://jurnal.polinema.ac.id/index.php/jip/article/download/7398/4892","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119486028","display_name":"Arif Budi Suryono","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259982","display_name":"Universitas Duta Bangsa","ror":"https://ror.org/030zqsq57","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405259982"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Arif Budi Suryono","raw_affiliation_strings":["Universitas Duta Bangsa Surakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Duta Bangsa Surakarta","institution_ids":["https://openalex.org/I4405259982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081629666","display_name":"Sri Sumarlinda","orcid":"https://orcid.org/0000-0001-7762-6835","observed_orcids":["https://orcid.org/0000-0001-7762-6835"]},"institutions":[{"id":"https://openalex.org/I4405259982","display_name":"Universitas Duta Bangsa","ror":"https://ror.org/030zqsq57","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405259982"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sri Sumarlinda","raw_affiliation_strings":["Universitas Duta Bangsa Surakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Duta Bangsa Surakarta","institution_ids":["https://openalex.org/I4405259982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112611088","display_name":"Intan Oktaviani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405259982","display_name":"Universitas Duta Bangsa","ror":"https://ror.org/030zqsq57","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405259982"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Intan Oktaviani","raw_affiliation_strings":["Universitas Duta Bangsa Surakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Duta Bangsa Surakarta","institution_ids":["https://openalex.org/I4405259982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405259982"],"apc_list":null,"apc_paid":null,"fwci":1.7308,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84780159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"11","issue":"4","first_page":"427","last_page":"434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":1.0,"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/T11734","display_name":"Decision Support System Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social 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"}}],"keywords":[{"id":"https://openalex.org/keywords/product-recommendation-system","display_name":"product recommendation system","score":0.8690000176429749},{"id":"https://openalex.org/keywords/furniture","display_name":"furniture","score":0.5950000286102295},{"id":"https://openalex.org/keywords/content-based-filtering","display_name":"content-based filtering","score":0.9929999709129333},{"id":"https://openalex.org/keywords/web-based-recommendation","display_name":"web-based recommendation","score":0.7820000052452087},{"id":"https://openalex.org/keywords/keyword-similarity","display_name":"keyword similarity","score":0.5649999976158142},{"id":"https://openalex.org/keywords/e-commerce","display_name":"e-commerce","score":0.47099998593330383},{"id":"https://openalex.org/keywords/user-experience","display_name":"user experience","score":0.39100000262260437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5967845320701599},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5357851982116699},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38758009672164917}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.33795/jip.v11i4.7398","doi":"https://doi.org/10.33795/jip.v11i4.7398","is_oa":true,"landing_page_url":"https://doi.org/10.33795/jip.v11i4.7398","pdf_url":"https://jurnal.polinema.ac.id/index.php/jip/article/download/7398/4892","source":{"id":"https://openalex.org/S4210178834","display_name":"Jurnal Informatika Polinema","issn_l":"2407-070X","issn":["2407-070X","2614-6371"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I4405261658","host_organization_name":"Politeknik Negeri Malang","host_organization_lineage":["https://openalex.org/I4405261658"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Informatika Polinema","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.33795/jip.v11i4.7398","doi":"https://doi.org/10.33795/jip.v11i4.7398","is_oa":true,"landing_page_url":"https://doi.org/10.33795/jip.v11i4.7398","pdf_url":"https://jurnal.polinema.ac.id/index.php/jip/article/download/7398/4892","source":{"id":"https://openalex.org/S4210178834","display_name":"Jurnal Informatika Polinema","issn_l":"2407-070X","issn":["2407-070X","2614-6371"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/I4405261658","host_organization_name":"Politeknik Negeri Malang","host_organization_lineage":["https://openalex.org/I4405261658"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Informatika Polinema","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/W4413852002.pdf","grobid_xml":"https://content.openalex.org/works/W4413852002.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W3130774150","https://openalex.org/W4206525952","https://openalex.org/W4283270688","https://openalex.org/W4401625674","https://openalex.org/W4405529129","https://openalex.org/W4407182346","https://openalex.org/W4409780335","https://openalex.org/W4411040833","https://openalex.org/W4411238355"],"related_works":["https://openalex.org/W7220922069","https://openalex.org/W4407182346","https://openalex.org/W3181479132","https://openalex.org/W7132844265","https://openalex.org/W7167904354","https://openalex.org/W4406131065","https://openalex.org/W3083276984","https://openalex.org/W2559799165","https://openalex.org/W4414969501","https://openalex.org/W2787497211"],"abstract_inverted_index":{"Industri":[0],"mebel":[1,49,91,158],"di":[2],"Indonesia":[3],"mengalami":[4],"perkembangan":[5],"yang":[6,16,32,142,162],"signifikan,":[7],"namun":[8],"pelanggan":[9],"masih":[10],"menghadapi":[11],"kendala":[12],"untuk":[13,42],"memperoleh":[14],"produk":[15,48,90],"selaras":[17],"dengan":[18,52,136,140],"kebutuhan":[19],"dan":[20,44,80,92,104,130,138],"selera":[21],"individu":[22],"mereka.":[23],"Permasalahan":[24],"ini":[25,40,58,145],"disebabkan":[26],"oleh":[27],"belum":[28],"tersedianya":[29],"sistem":[30,46,121,134,160],"rekomendasi":[31,47,95,161],"efektif":[33],"pada":[34,127,155],"platform":[35,156],"digital":[36,157],"penjualan":[37],"mebel.":[38],"Penelitian":[39,144],"bertujuan":[41],"mengembangkan":[43],"mengimplementasikan":[45],"berbasis":[50],"web":[51],"menggunakan":[53,85,123],"metode":[54,111],"Content-Based":[55],"Filtering.":[56],"Metode":[57],"dipilih":[59],"karena":[60],"tidak":[61],"memerlukan":[62],"riwayat":[63],"transaksi":[64],"pengguna,":[65,129],"melainkan":[66],"memanfaatkan":[67],"kemiripan":[68,98,118],"antar":[69],"item":[70],"berdasarkan":[71,96],"kata":[72],"kunci":[73],"(keywords)":[74],"seperti":[75],"nama":[76],"produk,":[77],"material,":[78],"kategori,":[79],"atribut":[81],"lainnya.":[82],"Sistem":[83],"dibangun":[84],"data":[86],"sampel":[87],"sebanyak":[88],"15":[89],"menghasilkan":[93],"11":[94],"nilai":[97],"(similarity)":[99],"tertinggi":[100],"antara":[101],"profil":[102],"pengguna":[103,154],"deskripsi":[105],"produk.":[106],"Untuk":[107],"meningkatkan":[108,152],"akurasi,":[109],"pendekatan":[110],"Na\u00efve":[112],"Bayes":[113],"turut":[114],"digunakan":[115],"dalam":[116,151],"perhitungan":[117],"data.":[119],"Evaluasi":[120],"dilakukan":[122],"pengujian":[124],"black":[125],"box":[126],"antarmuka":[128],"hasilnya":[131],"menunjukkan":[132],"bahwa":[133],"bekerja":[135],"baik":[137],"sesuai":[139],"fungsionalitas":[141],"diharapkan.":[143],"diharapkan":[146],"dapat":[147],"menjadi":[148],"solusi":[149],"awal":[150],"pengalaman":[153],"melalui":[159],"cerdas.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2025-10-10T00:00:00"}
