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All Journal JURNAL SISTEM INFORMASI BISNIS InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan SMARTICS Journal PROCESSOR Jurnal Ilmiah Sistem Informasi, Teknologi Informasi dan Sistem Komputer SPIRIT Antivirus : Jurnal Ilmiah Teknik Informatika Jurnal Informasi dan Teknologi JURSIMA (Jurnal Sistem Informasi dan Manajemen) Jurnal Bumigora Information Technology (BITe) Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Restikom : Riset Teknik Informatika dan Komputer Bima Abdi: Jurnal Pengabdian Masyarakat Brilliance: Research of Artificial Intelligence Insand Comtech : Information Science and Computer Technology Journal COREAI: Jurnal Kecerdasan Buatan, Komputasi dan Teknologi Informasi JURSIMA Jurnal Sistem Informasi dan Manajemen Journal of Information Technology and Cyber Security Journal for Technology and Science IJOT
Ramadhani, Nilam
Madura University
Aerospace Engineering Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Social Sciences Transportation Other

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Journal : smartics journal

 1 
Penerapan Algoritma Naïve Bayes Classifier dan Fungsi Gaussian Untuk Penentuan Penjurusan Siswa Kelas X Nilam Ramadhani; Zainollah Effendy; Irwan Darmawan
SMARTICS Journal Vol 8 No 1 (2022): SMARTICS Journal (April 2022)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v8i1.6996

Abstract

Penjurusan pada siswa kelas X perlu dilakukan oleh pihak sekolah. Untuk mengoptimalkan hal tersebut perlu dilakukan langkah-langkah yang dapat membantu pihak sekolah dalam menentukan jurusan siswa. Pendekatan yang bisa dilakukan adalah dengan menerapkan algoritma Naïve Bayes Classifier dan Fungsi Gaussian.Dataset yang digunakan sebanyak 100 record,terdiri dari atribut nilai mata pelajaran Matematika,Fisika,Biologi, dan Kimia. Atribut target atau class yaitu jurusan IPA dan IPS. Dari dataset tersebut ada 47 record yang terdapat pada class IPA dan 52 record. Dari hasil implementasi algoritma Naïve Bayes Classifier dan fungsi Gaussian,dapat ditentukan class jurusan pada data uji yang dimasukkan. Hasil klasifikasi tersebut bisa dijadikan bahan pertimbangan bagi pihak sekolah untuk membantu dalam proses penjurusan siswa.
Aplikasi Analisis Pemberian Reward Tenaga Pendidik Menggunakan Metode Fuzzy Relation Ramadhani, Nilam; Syahroni, Abd. Wahab; Darmawan, Irwan; Maula, Ismatul
SMARTICS Journal Vol 10 No 1 (2024): SMARTICS Journal (April 2024)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v10i1.8299

Abstract

Analysis of rewards gift with fuzzy relations aims to determine teachers who deserve accept rewards based on teacher performance assessments. Fuzzy relations are used to determine the level of relationship or relations between criteria with rating weights that have been determined objectively. The aspects assessed include 4 criteria, that is pedagogic, personality, professionalism, and social relations. Each criterion has a different number of sub-criteria. Overall there are 26 sub-criteria and 45 teachers from 6 elementary schools are assessed.The results of the performance assessment of 45 teachers with fuzzy relations and weighting criteria obtained one teacher data that has the highest performance value among other teachers. So that the value obtained is used as a decision support to determine which teacher is entitled and deserves a reward.
Co-Authors -, Matsaini -, Ruaidah -, Ubaidi ., Ubaidi Abd. Wahab Syahroni Agung Muliawan Alannuri, Rendy Febrian Alifilardy, Mohamad Nor Alvionita, Vina Andri Girindra Wardhana Arifin, Mohammad Nazir Arin Supikar Ata Amrullah Badar Said Dewi, Nindian Puspa Fajarianto, Novan Fauzan . Fauzan Prasetyo Hari, Nirwana Haidar Hasan Basri Heryadi, Yudi Indahwati, Rohmah Irwan Darmawan Ismatul Maula Jamilatul Badriyah Khanun Roisatul Ummah Miftahul Jenah Moh. FirmanSyah p. mohammad rofii Muhammad Innuddin Muhyil Umam, Ach Multazami, Rahmat Mursidi, Moh. Nazir Arifin, Mohammad Nindian Puspa Dewi Nindian Puspa Dewi Puspa Dewi, Nindian Rachman, Anang Faktchur Rachmatullah, Sholeh Rahman, Naufalia Wardani Retno Sukmawati Rian Wahyudi, Rian Rofiq Hafsi, Ainur s, dadan sa'id, badar Said, Badar Sofiyulloh Sukma Sari Sy, Evha Nazalatulus Sa’diyah Syahroni, Wahab Syarif Hidayatulloh Ubaidi Ubaidi, Ubaidi Ustman Ustman Wildona Zumam Wildona Zumam Yusi Heliyanti Zainollah Effendy