[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-id-113":3,"doc-seo-185107-113":53,"doc-detail-185107-id":128},{"code":4,"msg":5,"data":6},0,"success",[7,13,17,21,25,29,33,37,41,45,49],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},55,"Document","Agama & Spiritualitas",60,"religion-spirituality",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":11,"slug":16},48,"Cerita & Novel","story-novel",{"id":18,"doc_module":4,"doc_module_name":9,"category_name":19,"show_sort_weight":11,"slug":20},56,"Gaya Hidup","lifestyle",{"id":22,"doc_module":4,"doc_module_name":9,"category_name":23,"show_sort_weight":11,"slug":24},51,"Komik","comic",{"id":26,"doc_module":4,"doc_module_name":9,"category_name":27,"show_sort_weight":11,"slug":28},53,"Layanan Kesehatan","healthcare",{"id":30,"doc_module":4,"doc_module_name":9,"category_name":31,"show_sort_weight":11,"slug":32},54,"Penelitian & Laporan","research-report",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":11,"slug":36},49,"Sastra","literature",{"id":38,"doc_module":4,"doc_module_name":9,"category_name":39,"show_sort_weight":11,"slug":40},52,"Teknologi","technology",{"id":42,"doc_module":4,"doc_module_name":9,"category_name":43,"show_sort_weight":11,"slug":44},50,"Ujian","exam",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":47,"show_sort_weight":11,"slug":48},57,"Umum","general",{"id":50,"doc_module":4,"doc_module_name":9,"category_name":51,"show_sort_weight":4,"slug":52},181,"Formulir","formulir",{"code":4,"msg":54,"data":55},"ok",{"site_id":56,"language":57,"slug":58,"title":59,"keywords":60,"description":61,"schema_data":62,"social_meta":121,"head_meta":123,"extra_data":125,"updated_unix":127},113,"id","data-mining-methodology","Metodologi Data Mining","","Dokumen ini menguraikan tahapan-tahapan metodologi data mining yang diterapkan dalam sebuah penelitian di SMA Negeri 1 Bandung. Tahapan tersebut meliputi Seleksi Data, di mana dataset yang sesuai dipilih; Pre-processing Data, yang mencakup pembersihan nilai yang hilang, pencilan, dan noise; Transformasi Data, untuk mengubah format atau struktur data agar sesuai dengan kebutuhan analisis melalui normalisasi, pengkodean ulang, atau restrukturisasi; Data Mining, di mana algoritma diterapkan untuk mengeksplorasi pola atau hubungan dalam data; dan Evaluasi Model, yang melibatkan pengujian dan evaluasi kinerja model data mining terhadap dataset yang berbeda guna memastikan validitas dan akurasi. Gambar yang menyertai menunjukkan alur kerja proses data mining secara visual, mulai dari pemilihan data hingga evaluasi model. Terdapat juga visualisasi pohon keputusan yang mengindikasikan pemisahan data berdasarkan atribut tertentu untuk klasifikasi, serta diagram alur yang lebih luas yang menggambarkan tahapan-tahapan dalam proses data mining, mulai dari selection, preprocessing, transformation, data mining, hingga evaluation untuk mendapatkan pengetahuan.",{"@graph":63,"@context":120},[64,81,103],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,72,75,78],{"item":68,"name":69,"@type":70,"position":71},"https://docshare.wps.com","Home","ListItem",1,{"item":73,"name":9,"@type":70,"position":74},"https://docshare.wps.com/id/document/",2,{"item":76,"name":31,"@type":70,"position":77},"https://docshare.wps.com/id/document/penelitian-laporan/",3,{"item":79,"name":59,"@type":70,"position":80},"https://docshare.wps.com/id/document/data-mining-methodology/185107/",4,{"url":79,"name":59,"@type":82,"image":83,"author":88,"headline":59,"publisher":91,"fileFormat":94,"inLanguage":57,"description":61,"dateModified":95,"datePublished":96,"encodingFormat":94,"isAccessibleForFree":97,"interactionStatistic":98},"DigitalDocument",{"url":84,"@type":85,"width":86,"height":87},"https://docshare.wps.com/thumbnails/data-mining-methodology/185107.png","ImageObject",300,407,{"name":89,"@type":90},"Stanford","Person",{"url":68,"name":92,"@type":93},"DocShare","Organization","application/pdf","2026-10-02","2026-09-02",true,{"@type":99,"interactionType":100,"userInteractionCount":102},"InteractionCounter",{"@type":101},"ViewAction",6,{"@type":104,"mainEntity":105},"FAQPage",[106,112,116],{"name":107,"@type":108,"acceptedAnswer":109},"Apa saja tahapan utama dalam metodologi data mining yang dijelaskan?","Question",{"text":110,"@type":111},"Tahapan utama yang dijelaskan meliputi Selection (Pemilihan Data), Pre-processing (Pembersihan Data), Transformation (Transformasi Data), Data Mining (Proses Data Mining), dan Evaluation (Evaluasi Model).","Answer",{"name":113,"@type":108,"acceptedAnswer":114},"Apa tujuan dari tahapan Pre-processing Data dalam data mining?",{"text":115,"@type":111},"Tujuan dari Pre-processing Data adalah untuk menangani nilai yang hilang, outliers, dan noise guna memastikan data yang digunakan dalam analisis berkualitas tinggi.",{"name":117,"@type":108,"acceptedAnswer":118},"Bagaimana proses evaluasi model dalam data mining dilakukan?",{"text":119,"@type":111},"Evaluasi model dilakukan dengan menguji dan mengevaluasi kinerja model data mining terhadap dataset yang berbeda untuk memastikan validitas dan akurasi.","https://schema.org",{"og:url":79,"og:type":122,"og:title":59,"og:site_name":92,"og:description":61},"article",{"robots":124,"canonical":79},"index,follow",{"doc_id":126,"site_id":56},185107,1788365776,{"code":4,"msg":5,"data":129},{"doc_id":126,"user_id":130,"nickname":89,"user_avatar":131,"doc_module":4,"category_id":30,"category_name":31,"doc_title":59,"doc_description":61,"doc_content":132,"file_id":133,"file_url":134,"file_type":135,"file_size":136,"view_count":102,"is_deleted":4,"is_public":71,"is_downloadable":71,"audit_status":71,"page_count":102,"language":137,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":138,"faqs":139,"seo_title":140,"seo_description":61,"update_tm":127,"read_time":141},2336477552062,"https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d","| Tahapan | Aktivitas | Deskripsi Aktivitas |\n| --- | --- | --- |\n| Selection | Pemilihan\u003Cbr>Data | Memilih dataset yang sesuai dengantujuan penelitian dankebutuhan analisis di SMA Negeri 1 Bandung. |\n| Pre-processing | Pembersihan\u003Cbr>Data | Menangani missing values, outliers, dan noise untuk memastikan data yang digunakandalam analisis berkualitas tinggi. |\n| Transformation | Transformasi\u003Cbr>Data | Mengubah formatatau struktur data agar sesuai dengankebutuhan analisis, seperti normalisasi, pengkodean ulang, atau restrukturisasi. |\n| Data Mining | Proses Data\u003Cbr>Mining | Menerapkanalgoritma data mining untuk mengeksplorasi pola atau hubungan yang terdapat dalam data. |\n| Evaluation | Evaluasi\u003Cbr>Model | Melakukan pengujian danevaluasi kinerja model data mining terhadap dataset yang berbeda untuk memastikan validitas dan akurasi. |","cbCaij6zEv3sqY5V","https://ap.wps.com/l/cbCaij6zEv3sqY5V","pdf",405918,"Indonesian","# Metodologi Data Mining\n## Tahapan Data Mining\n### Selection (Pemilihan Data)\n### Pre-processing (Pembersihan Data)\n### Transformation (Transformasi Data)\n### Data Mining (Proses Data Mining)\n### Evaluation (Evaluasi Model)","[{\"question\":\"Apa saja tahapan utama dalam metodologi data mining yang dijelaskan?\",\"answer\":\"Tahapan utama yang dijelaskan meliputi Selection (Pemilihan Data), Pre-processing (Pembersihan Data), Transformation (Transformasi Data), Data Mining (Proses Data Mining), dan Evaluation (Evaluasi Model).\"},{\"question\":\"Apa tujuan dari tahapan Pre-processing Data dalam data mining?\",\"answer\":\"Tujuan dari Pre-processing Data adalah untuk menangani nilai yang hilang, outliers, dan noise guna memastikan data yang digunakan dalam analisis berkualitas tinggi.\"},{\"question\":\"Bagaimana proses evaluasi model dalam data mining dilakukan?\",\"answer\":\"Evaluasi model dilakukan dengan menguji dan mengevaluasi kinerja model data mining terhadap dataset yang berbeda untuk memastikan validitas dan akurasi.\"}]","Metodologi Data Mining | PDF",9]