[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"ssr-repo-browse-{\"subject\":\"k-means\",\"page\":1}":3,"menu-footer-id":160,"menu-main-id":222},{"rows":4,"meta":151},[5,16,23,30,37,44,51,59,66,73,80,87,94,101,108,116,123,130,138,145],{"id":6,"source":7,"branch":8,"branch_name":8,"title":9,"authors":10,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":14,"availability":8,"url":15},"repo-dspace000006441","repo",null,"Pemetaan Kondisi Lingkungan untuk Rekomendasi Pemeliharaan Tanaman Buah dalam Smart Farming pada Green House",[11],"Dewi Nur Arifa Febriyanti",2025,"Skripsi (D4)","anaman buah seperti stroberi membutuhkan kondisi lingkungan yang stabil dan sesuai agar dapat tumbuh optimal. Namun, perubahan suhu, kelembaban tanah, dan pH tanah sering kali sulit dipantau secara manual, sehingga dapat menurunkan hasil panen. Penelitian ini dilakukan terhadap sistem pemantauan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006441&year=2025&title=pemetaan-kondisi-lingkungan-untuk-rekomendasi-pemeliharaan-tanaman-buah-dalam-smart-farming-pada-green-house",{"id":17,"source":7,"branch":8,"branch_name":8,"title":18,"authors":19,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":21,"availability":8,"url":22},"repo-dspace000006323","Sistem Rekomendasi Target Promosi Perguruan Tinggi Berbasis Clustering: Studi Perbandingan Performa Penggunaan Algoritma K-Means dan Fuzzy C-Means dengan Optimasi Algoritma Genetika (Studi Kasus di Politeknik Negeri Malang)",[20],"Clauria Dwi Putri Nabillah","Persaingan antar perguruan tinggi dalam menarik minat calon mahasiswa semakin ketat, sehingga dibutuhkan strategi promosi yang lebih terarah dan berbasis data. Penelitian ini bertujuan membangun sistem rekomendasi target promosi perguruan tinggi menggunakan metode clustering dengan studi kasus di…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006323&year=2025&title=sistem-rekomendasi-target-promosi-perguruan-tinggi-berbasis-clustering-studi-perbandingan-performa-penggunaan-algoritma-k-means-dan-fuzzy-c-means-dengan-optimasi-algoritma-genetika-studi-kasus-di-politeknik-negeri-malang",{"id":24,"source":7,"branch":8,"branch_name":8,"title":25,"authors":26,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":28,"availability":8,"url":29},"repo-dspace000006020","Pemanfaatan Metode Silhouette-Leach dalam Sistem Komunikasi LoRa untuk Meningkatkan Throughput Jaringan WSN",[27],"Matlubatul Masquroh","Permasalahan utama dalam jaringan sensor nirkabel (WSN) adalah keterbatasan energi node yang berdampak pada menurunnya throughput dan lifetime jaringan. Penelitian ini mengimplementasikan metode Silhouette–LEACH pada sistem komunikasi LoRa untuk meningkatkan efisiensi energi. Metode Silhouette…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000006020&year=2025&title=pemanfaatan-metode-silhouette-leach-dalam-sistem-komunikasi-lora-untuk-meningkatkan-throughput-jaringan-wsn",{"id":31,"source":7,"branch":8,"branch_name":8,"title":32,"authors":33,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":35,"availability":8,"url":36},"repo-dspace000002715","Penerapan K-Means Clustering untuk Mengidentifikasi Profil Metakognitif Mahasiswa pada Aplikasi Viat-Map",[34],"Sabbaha Naufal Erwanda","Dalam era pembelajaran abad ke-21, kemampuan metakognitif menjadi aspek penting yang perlu dimiliki mahasiswa untuk meningkatkan efektivitas belajar. Penelitian ini bertujuan untuk mengidentifikasi profil metakognitif mahasiswa berdasarkan performa mereka saat merasa yakin (conf_score) dan saat…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002715&year=2025&title=penerapan-k-means-clustering-untuk-mengidentifikasi-profil-metakognitif-mahasiswa-pada-aplikasi-viat-map",{"id":38,"source":7,"branch":8,"branch_name":8,"title":39,"authors":40,"publisher":8,"year":12,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":42,"availability":8,"url":43},"repo-dspace000002709","Implementasi Metode K-Means untuk Clustering Provinsi di Indonesia Berdasarkan Indikator Air Minum Layak dan Sanitasi Layak dalam Mendukung Tujuan Pembangunan Berkelanjutan",[41],"Clarita Putri Anggraeni","Air minum layak dan sanitasi layak merupakan bagian penting dalam mewujudkan Sustainable Development Goals (SDGs) pada poin ke-6, yaitu menjamin ketersediaan serta pengelolaan air minum layak dan sanitasi layak yang berkelanjutan. 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This study proposes an automatic summarization system for Indonesian-language student assignments to assist lecturers in the…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002638&year=2025&title=automatic-summarization-of-student-assignment-documents-to-support-lecturer-assessment-using-indobert-and-k-means-clustering",{"id":52,"source":7,"branch":8,"branch_name":8,"title":53,"authors":54,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":57,"availability":8,"url":58},"repo-dspace000004529","User Classification Based on Their Behavior During the Viat-Map Reconstruction",[55],"Amalia Nuraini",2024,"The number of steps and the duration of time taken when solving problems can be considered as a representation of students' learning behavior and their comprehension efforts. 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Data primer diperoleh melalui survei kepada pelanggan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004512&year=2024&title=analisis-pemilihan-produk-yang-disukai-pelanggan-pada-bisnis-yogurt-bark-fruity-menggunakan-metode-k-means",{"id":67,"source":7,"branch":8,"branch_name":8,"title":68,"authors":69,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":71,"availability":8,"url":72},"repo-dspace000004502","Klustering Komentar Media Sosial Dan Analisis Sentimen Pengembang Perumahan di Kota Malang",[70],"Kissyin Syahbinar","Penelitian ini bertujuan untuk mengklasifikasikan komentar pada media sosial yang terkait dengan pengembang perumahan di Kota Malang serta melakukan analisis sentimen terhadap komentar tersebut. Metode yang digunakan dalam penelitian ini meliputi teknik klasterisasi menggunakan algoritma K-means…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004502&year=2024&title=klustering-komentar-media-sosial-dan-analisis-sentimen-pengembang-perumahan-di-kota-malang",{"id":74,"source":7,"branch":8,"branch_name":8,"title":75,"authors":76,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":78,"availability":8,"url":79},"repo-dspace000004488","Analisis dan Penerapan Algoritma K-Means Dalam Strategi Promosi (Studi Kasus Yoghurt Bark Fruity Malang)",[77],"Putri Novika Arini","Pesatnya perkembangan teknologi informasi di Indonesia telah mencakup berbagai aspek kehidupan, termasuk sektor perdagangan, dan memicu peningkatan minat masyarakat untuk memulai bisnis, terutama Usaha Mikro Kecil dan Menengah (UMKM). Dengan akses yang mudah terhadap teknologi dan informasi, banyak…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004488&year=2024&title=analisis-dan-penerapan-algoritma-k-means-dalam-strategi-promosi-studi-kasus-yoghurt-bark-fruity-malang",{"id":81,"source":7,"branch":8,"branch_name":8,"title":82,"authors":83,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":85,"availability":8,"url":86},"repo-dspace000004476","Klasterisasi Hoaks Berdasarkan Gaya Penulisan Menggunakan Metode DBSCAN Sebagai Intervensi Penyebaran Berita Hoaks",[84],"Sovia Mariska Anjarsari","Hoaks adalah informasi yang direkayasa untuk menutupi kebenaran dan menarik perhatian publik. Penyebaran berita hoaks memanfaatkan teknologi informasi yang berkembang pesat, menyebabkan berita palsu menyebar dengan cepat dan meresahkan masyarakat. Analisis gaya penulisan dapat membantu…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004476&year=2024&title=klasterisasi-hoaks-berdasarkan-gaya-penulisan-menggunakan-metode-dbscan-sebagai-intervensi-penyebaran-berita-hoaks",{"id":88,"source":7,"branch":8,"branch_name":8,"title":89,"authors":90,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":92,"availability":8,"url":93},"repo-dspace000004433","Peningkatan Kalimat untuk Peringkasan Ekstraktif Tugas Mahasiswa Berbasis Indobert dan K-Means Clustering",[91],"Elvira Sania Mufida","Membaca adalah cara bagi manusia untuk memperoleh informasi penting, kemampuan pemahaman merupakan kemampuan seseorang memahami suatu informasi dengan jelas. Dalam perguruan tinggi untuk menilai pemahaman mahasiswa, dosen menggunakan berbagai metode seperti kuis, ujian, pemberian tugas. Penilaian…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004433&year=2024&title=peningkatan-kalimat-untuk-peringkasan-ekstraktif-tugas-mahasiswa-berbasis-indobert-dan-k-means-clustering",{"id":95,"source":7,"branch":8,"branch_name":8,"title":96,"authors":97,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":99,"availability":8,"url":100},"repo-dspace000004398","Clustering Follower IG Kompetitor untuk Menemukan Calon Customer \"BantuRumah\"",[98],"Nissa Nursabrina","BantuRumah adalah platform yang membantu individu menemukan layanan rumah tangga seperti pengasuh anak, asisten rumah tangga, dan pengemudi kendaraan. Untuk menyusun strategi pemasaran yang tepat sasaran, BantuRumah melakukan observasi terhadap calon customer dan kompetitor di media sosial…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004398&year=2024&title=clustering-follower-ig-kompetitor-untuk-menemukan-calon-customer-banturumah",{"id":102,"source":7,"branch":8,"branch_name":8,"title":103,"authors":104,"publisher":8,"year":56,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":106,"availability":8,"url":107},"repo-dspace000004367","Klusterisasi Lokasi UMKM dan Warehouse untuk Efisiensi Penempatan Kurir",[105],"Annisa Aulia Nadhila","Dalam era modern yang didominasi digital, Usaha Mikro, Kecil, dan Menengah (UMKM) memainkan peran strategis dalam ekonomi global dan menjadi pilar penting ekonomi Indonesia. Dengan 99,99% dari total pelaku usaha, atau setara dengan 56,54 juta unit, UMKM telah menunjukkan peran vital mereka dalam…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000004367&year=2024&title=klusterisasi-lokasi-umkm-dan-warehouse-untuk-efisiensi-penempatan-kurir",{"id":109,"source":7,"branch":8,"branch_name":8,"title":110,"authors":111,"publisher":8,"year":113,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":114,"availability":8,"url":115},"repo-dspace000002448","Sistem Rekomendasi Clustering Untuk Pembagian Kelas Murid Baru Menggunakan Metode K-Means (Studi Kasus SMAN 1 Durenan)",[112],"Zidan Shabira As Sidiq",2023,"SMAN 1 Durenan mempunyai rencana untuk melakukan pembagian kelas kepada murid baru dengan menggunakan sistem agar pengelompokkan murid pada suatu kelas dapat dilakukan secara praktis dan efisien. Selain itu alasan dilakukanya pembagian kelas melalui sistem, karena pembagian kelas masih dilakukan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002448&year=2023&title=sistem-rekomendasi-clustering-untuk-pembagian-kelas-murid-baru-menggunakan-metode-k-means-studi-kasus-sman-1-durenan",{"id":117,"source":7,"branch":8,"branch_name":8,"title":118,"authors":119,"publisher":8,"year":113,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":121,"availability":8,"url":122},"repo-dspace000002407","Clustering Jawaban Uraian Mahasiswa Menggunakan TFIDF dan KMeans",[120],"Irfan Thalib Alfarid","Saat ini teknologi sudah menjadi kebutuhan primer manusia yang digunakan di semua segi kehidupan manusia, salah satunya adalah bidang pendidikan. Pada bidang ini penemuan pengetahuan, metode, dan perspektif baru ini tentu tidak bisa ditelan mentah begitu saja, namun diperlukan latihan dan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002407&year=2023&title=clustering-jawaban-uraian-mahasiswa-menggunakan-tfidf-dan-kmeans",{"id":124,"source":7,"branch":8,"branch_name":8,"title":125,"authors":126,"publisher":8,"year":113,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":128,"availability":8,"url":129},"repo-dspace000002388","Implementasi Sistem Segmentasi Pelanggan B2b Marketplace Company Menggunakan Algoritma K-means Berdasarkan Model LRFM dengan Standar CRISP-DM",[127],"Arin Kistia Nugraeni","Segmentasi pelanggan untuk perusahaan B2B marketplace dapat membantu untuk mengelompokkan pelanggan berdasarkan karakteristik dan kebutuhan dari pelanggan. Hal ini bertujuan untuk mengembangkan strategi marketing yang efektif untuk setiap segmen pelanggan yang berbeda, serta mengoptimalkan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000002388&year=2023&title=implementasi-sistem-segmentasi-pelanggan-b2b-marketplace-company-menggunakan-algoritma-k-means-berdasarkan-model-lrfm-dengan-standar-crisp-dm",{"id":131,"source":7,"branch":8,"branch_name":8,"title":132,"authors":133,"publisher":8,"year":135,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":136,"availability":8,"url":137},"repo-dspace000000609","Implementasi Metode Rapid Centroid Estimation Dan K-Means Untuk Klasterisasi Sekolah Berdasarkan Fasilitas (Studi Kasus Sekolah Negeri Kabupaten Malang)",[134],"Fransdhinta Dewana Prianggoro",2020,"Sebagai fasilitas pembentuk karakter bangsa sekolah diharuskan memenuhi kebutuhan sarana dan prasarana penunjang proses belajar siswa. Faktanya banyak sekolah Negeri di Kabupaten Malang yang belum bisa memenuhi kebutuhan tersebut, seperti tidak adanya perpustakaan dan laboratorium yang seharusnya…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000000609&year=2020&title=implementasi-metode-rapid-centroid-estimation-dan-k-means-untuk-klasterisasi-sekolah-berdasarkan-fasilitas-studi-kasus-sekolah-negeri-kabupaten-malang",{"id":139,"source":7,"branch":8,"branch_name":8,"title":140,"authors":141,"publisher":8,"year":135,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":143,"availability":8,"url":144},"repo-dspace000000591","Rancang Bangun Sistem Klasterisasi Wilayah Tanah Longsor Berdasarkan Dampak Wilayah Dan Geografis Menggunakan Metode K-Means (Studi Kasus : Kabupaten Dan Kota Di Jawa Timur)",[142],"Moch. Rizki Eko Waluyo","Tanah Longsor adalah suatu peristiwa geologi yang terjadi karena pergerakan massa batuan atau tanah dengan berbagai tipe dan jenis seperti jatuhnya bebatuan atau gumpalan besar tanah. Berdasarkan data yang dihimpun BPBD sepanjang tahun 2017-2018, terjadi sebanyak 212 kejadian dan mengakibatkan…","https:\u002F\u002Frepository.polinema.ac.id\u002Fcollection\u002Fdetail?id=dspace000000591&year=2020&title=rancang-bangun-sistem-klasterisasi-wilayah-tanah-longsor-berdasarkan-dampak-wilayah-dan-geografis-menggunakan-metode-k-means-studi-kasus-kabupaten-dan-kota-di-jawa-timur",{"id":146,"source":7,"branch":8,"branch_name":8,"title":147,"authors":148,"publisher":8,"year":135,"type":13,"call_number":8,"isbn":8,"cover":8,"abstract":8,"availability":8,"url":150},"repo-doc202109003111","Klasterisasi Kelembaban Tanah Suatu Daerah Berdasarkan Data citra Satelit Menggunakan Metode K-means",[149],"RIZKY DWI 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