{"id":24244,"date":"2025-08-21T02:02:02","date_gmt":"2025-08-21T02:02:02","guid":{"rendered":"https:\/\/staging.informatika.uin-malang.ac.id\/?page_id=24244"},"modified":"2025-09-18T01:35:53","modified_gmt":"2025-09-18T01:35:53","slug":"student-publication-for-master","status":"publish","type":"page","link":"https:\/\/informatika.uin-malang.ac.id\/en_us\/student-publication-for-master\/","title":{"rendered":"Student Publication For Master"},"content":{"rendered":"

The following is a link to a journal that has been published in SINTA\/SCOPUS\/WoS Journal or SCOPUS Proceedings, with students as main authors, supervisor 1 as second author, supervisor 2 as third author.<\/p>\n

\nPublication 2025<\/p>\n<\/summary>\n
    \n
  1. PENILAIAN KINERJA PEGAWAI DENGAN METODE TOPSIS DAN BACKPROPAGATION NEURAL NETWORK (Audi Bayu Yuliawan)<\/a><\/li>\n
  2. Artificial Neural Network-Based Forecasting of Rice Yield Using Environmental and Agricultural Data (Priyanto)<\/a><\/li>\n
  3. Grid Search-Optimized Artificial Neural Network Model for Rice Yield Prediction Using Weather and Soil Data in Malang City (Priyanto)<\/a><\/li>\n
  4. Classification of Vegetation Land Cover Area Using Convolutional Neural Network (Galan Galib)<\/a><\/li>\n
  5. Optimasi Extreme Gradient Boosting dengan Particle Swarm Optimization untuk Estimasi Software Effort (Achmad Fahreza Alif Pahlevi)<\/a><\/li>\n
  6. Penerapan Metode GA-TOPSIS untuk Sistem Seleksi Karakter Game dengan Pembobotan Dinamis Berbasis Sensor Suhu (Aji Bagas Prakasa)<\/a><\/li>\n
  7. Penerapan Metode GA-TOPSIS untuk Sistem Seleksi Karakter Game dengan Pembobotan Dinamis Berbasis Waktu (Aji Bagas Prakasa)<\/a><\/li>\n
  8. ANALYSIS OF FUZZY K-NEAREST NEIGHBORS WITH KNN AND FUZZY LOGIC APPROACH ON DUCK BROILER PRODUCTION (Azkiya Mahmud)<\/a><\/li>\n
  9. Rainfall Prediction Using Attention-Based LSTM Architecture (Ahmad romadhoni)<\/a><\/li>\n
  10. Classification of Job Skills Using the TF-IDF Method and Decision Tree on LinkedIn Job Vacancy Data (Mohamud Ahmednor )<\/a><\/li>\n
  11. Development of Academic Community Recommendation System Using Content-Based Filtering at UIN Malang Informatics Engineering Study Program (Abdurrozzaaq Ashshiddiqi Zuhri)<\/a><\/li>\n
  12. Post-Disaster Building Damage Segmentation Using Convolutional Neural Networks (Revaldi Rahmatmulya)<\/a><\/li>\n
  13. Klasterisasi Berita Berbahasa Indonesia Menggunakan Model K-Means Dan Indobert Untuk Menentukan Berita Hoaks Clustering Indonesian News Using K-Means and Indobert Models to Determine Hoax News (Kholis Amwari )<\/a><\/li>\n
  14. Sistem Pengawasan CCTV Pada ATM Secara Real-Time Berbasis Internet of Things (Niko Heri Setiyawan)<\/a><\/li>\n
  15. Optimizing Long Short-Term Memory Forecasting with Boruta Feature Selection: A Case Study on Tourist Arrival Prediction (Tumiyar junaidi\u00a0)<\/a><\/li>\n
  16. Digital Transformation in Library Recommendation System Using k-NN Collaborative Filtering (Ahnaf Febriyan Fachri\u00a0)<\/a><\/li>\n
  17. Enhancing Student Collaboration in Academic Projects Through a Content-Based Filtering Recommender System (Aldian Faizzul Anwar )<\/a><\/li>\n
  18. Analisis Data Mining Untuk Deteksi Diabetes Mellitus Menggunakan Na\u00efve Bayes (Yusril Haza Mahendra)<\/a><\/li>\n
  19. Employing Multi-Layer Perceptron Models For Heart Failure Disease Prediction (Abdulhalim Hamid)<\/a><\/li>\n
  20. Ensemble Combination of CNN for MRI-Based Brain Tumor Classification (Akbar Sidqi )<\/a><\/li>\n
  21. Enhancing Repeat Buyer Classification with Multi Feature Engineering in Logistic Regression (Siska Farizah Mauludiah)<\/a><\/li>\n
  22. Penerapan Metode Support Vector Machine (SVM) Dalam Klasifikasi Produktivitas Padi (Hamim Tohari)<\/a><\/li>\n
  23. Klasifikasi Berita Hoaks Bahasa Indonesia Menggunakan Indobert Fine-Tuning Dengan Pendeka-Tan Focal Loss Pada Data Tidak Seimbang (Aang Kunaefi)<\/a><\/li>\n<\/ol>\n<\/details>\n
    \nPublication 2024<\/p>\n<\/summary>\n
      \n
    1. Application of SMOTE in Sentiment Analysis of MyXL User Reviews on Google Play Store (Badriyah)<\/a><\/li>\n
    2. Recommendation of Prospective Construction Service Providers in Government Procurement Using Decision Tree (Eva Yustina)<\/a><\/li>\n
    3. Klasifikasi Data Mahasiswa Lampau Menggunakan Metode Decision Tree dan Support Vector Machine (Kurniawati Kurniawati)<\/a><\/li>\n
    4. Sistem Rekomendasi Destinasi Wisata di Kota Batu Menggunakan Neural Collaborative Filtering (Yuliana Aristantia)<\/a><\/li>\n
    5. Prediction of Peak Ground Acceleration (PGA) in Java Using Artificial Neural Network Method (Sofyan Hadi Rahmawan)<\/a><\/li>\n
    6. Optimizing Goods Placement in Logistics Transportation using Machine Learning Algorithms based on Delivery Data (Moh Husnus Syawab)<\/a><\/li>\n
    7. NAIVE BAYES CLASSIFICATION UNTUK PREDIKSI CACAT PERANGKAT LUNAK (Edwin Hari Agus Prastyo)<\/a><\/li>\n
    8. Meningkatkan Akurasi Deteksi Berita Palsu dengan Pendekatan Berbasis Lexicon dan LSTM melalui Text Preprocessing dan Model Training (Edwin Hari Agus Prastyo)<\/a><\/li>\n
    9. Prediksi Rating Film IMDb Menggunakan Decision Tree (Rifqy Rosdiyah Ilmi )<\/a><\/li>\n
    10. Perbandingan Metode Penjadwalan di Universitas Hasyim Asy\u2019ari Menggunakan Logika Fuzzy Mamdani dan Sugeno Terhadap Algoritma Genetik (Much Zuyyinal Haqqul Barir\u00a0)<\/a><\/li>\n
    11. AUTOMATED MULTI-MODEL PREDICTION AND EVALUATION FOR CONNECTING RAINFALL PREDICTION INFORMATION AND SINGLE-YEAR OPERATIONAL PLAN OF LAHOR-SUTAMI DAM (Rikha Rizki Mahmudiah<\/em>)<\/a><\/li>\n
    12. Sentiment Analysis of Pedulilindungi Application Reviews Using Naive Bayes Classifier and Support Vector Machine (Irfani Firdausy)<\/a><\/li>\n
    13. Analysis of the Impact of Meteorological Factors on Predicting Air Quality in South Tangerang City using Random Forest Method (Nurchaerani Kadir)<\/a><\/li>\n
    14. Uji Performa Prediksi Gempa Bumi di Jawa Timur dengan Artificial Neural Network (Muhammad Aji Permana)<\/a><\/li>\n
    15. Prediksi Closing Price Saham Harian Berbasis Soft Computing (Ni`mah Firsta Cahya Susilo)<\/a><\/li>\n
    16. Analisis Faktor-Faktor Yang Mempengaruhi Tingkat Kepuasan Siswa Mts Surya Buana Menggunakan Metode Regresi Logistik (Moh Saleh)<\/a><\/li>\n
    17. Prediksi Tingkat Kepercayaan Masyarakat Terhadap Pilpres 2024 Menggunakan TF-IDF Dan BOW Menggunakan Metode SVM (Eka Rifut Nur Mustaqim)<\/a><\/li>\n
    18. Classification of Productive Subject Value with Vector Machine Support Method (Khusni Mubarok )<\/a><\/li>\n
    19. Pemetaan Sentimen Masyarakat Terhadap Pilpres 2024 Dengan Algoritma Self-Organizing Map (Dwi Purbo Yuwono )<\/a><\/li>\n
    20. Determining recipients of uninhabitable house rehabilitation program assistance using the classification method (Chilmiatus Silfiyah)<\/a><\/li>\n
    21. Klasifikasi Linearitas Serapan Lulusan Sekolah Menengah Kejuruan Menggunakan Algoritma Naive Bayes (Hirga Ertama Putra)<\/a><\/li>\n
    22. Early Detection of Phishing Sites with Enhanced Neural Network Models (Isa Suarti)<\/a><\/li>\n
    23. K-MEANS CLUSTERING DALAM PENGELOMPOKAN RELEVANSI PEKERJAAN S1 INFORMATIKA (STUDI KASUS JURUSAN TEKNIK INFORMATKA UMM MALANG) (Dikky Cahyo Hariyanto)<\/a><\/li>\n
    24. Multi-Label Classification of Indonesian Qur\u2019an Translation using Long Short-Term Memory Model (Ismail Akbar<\/strong>)<\/a><\/li>\n
    25. Evaluasi Usability Pada Simulasi Virtual Reality Perawatan Luka (Aniek Nurul Khomariyah)<\/a><\/li>\n
    26. Optimization of k-means clustering using particle swarm optimization algorithm for human development index (Ufil Hidayatul Laili\u00a0)<\/a><\/li>\n
    27. Klasifikasi Keterlambatan Pembayaran Sumbangan Pembinaan Pendidikan Menggunakan Algoritma Na\u00efve Bayes dan Support Vector Machine (Huzaifah Umar)<\/a><\/li>\n
    28. Follow-up on fertilizer distribution to rice farming groups using the k-means algorithm classification approach (Mochamad Habil Noor)<\/a><\/li>\n
    29. Classification of Students\u2019 Academic Performance Using Neural Network and C4.5 Model (Sulika Sulika)<\/a><\/li>\n
    30. Recommendation System for Selecting Web Programming Learning Materials for Vocational High School Students using Multi-criteria Recommendation Systems (Lia Wahyuliningtyas)<\/a><\/li>\n
    31. Penilaian Kelayakan Calon Penyedia Jasa Konstruksi Pengadaan Barang\/Jasa Pemerintah Menggunakan Machine Learning (Eva Yustina)<\/a><\/li>\n
    32. Klasifikasi Prestasi Akademik Siswa Berdasarkan Nilai Rapor dan Kedisiplinan dengan Metode K-Nearest Neighbor(Afif Muhaimin)<\/a><\/li>\n<\/ol>\n<\/details>\n
      \nPublication 2023<\/p>\n<\/summary>\n
        \n
      1. Sistem pendukung keputusan penilaian kinerja guru berbasis multi-criteria decision making (Andreas Setiyono)<\/a><\/li>\n
      2. Spam Detection on Trending Twitter Topics in Indonesian Using Artificial Neural Network And Stochastic Gradient Descent (Heni Prasetyo)<\/a><\/li>\n
      3. Comparison of Different Classification Techniques to Predict Student Graduation (Aan Fuad Subarkah)<\/a><\/li>\n
      4. Perbandingan Feature extraction TF-IDF dan BOW Untuk Analisis Sentimen Berbasis SVM (Kurniawan Tri Putra)<\/a><\/li>\n
      5. Performance Improvement of K-Nearest Neighbor Algorithm in KIP Scholarship Recipient Selection (Manzilur Rahman Romadhon)<\/a><\/li>\n
      6. Pemetaan Kejadian Stunting Berdasarkan Status Ekonomi Keluarga Di Puskesmas Bangil Menggunakan Algoritma X-Means (Oong Alfa Salasa\u00a0)<\/a><\/li>\n
      7. Hoax Detection News Using Na\u00efve Bayes and Support Vector Machine Algorithm (Nur Elyta Febriyanty)<\/a><\/li>\n
      8. Hybrid Model Transfer Learning ResNet50 and Support Vector Machine for Face Mask Detection (Eko Agus Moh. Iqbal)<\/a><\/li>\n
      9. Optimization of the Random Forest Method Using Principal Component Analysis to Predict House Prices(Emha Ahdan Fahmi Elmuna)<\/a><\/li>\n
      10. The Evaluation of Computer Science Curriculum for High School Education Based on Similarity Analysis (Syaifudin Ramadhani)<\/a><\/li>\n
      11. EVALUASI CLUSTERING K-MEANS DAN K-MEDOID PADA PERSEBARAN COVID-19 DI INDONESIA DENGAN METODE DAVIES-BOULDIN INDEX (DBI) (Fathurrahman)<\/a><\/li>\n
      12. Analysis of the Use of Artificial Neural Network Models in Predicting Bitcoin Prices (Muhammad Sahi)<\/a><\/li>\n
      13. Prediction Model of Revenue Restaurant\u2019s Business Using Random Forest (Erfan Ainul Yakin)<\/a><\/li>\n
      14. K-Means Binary Search Centroid With Dynamic Cluster for Java Island Health Clustering (Muhammad Andryan<\/strong>)<\/a><\/li>\n
      15. Clustering Gempabumi di Wilayah Regional VII Menggunakan Pendekatan DBSCAN (Ihsan Bagus Fahad Arafat<\/strong>)<\/a><\/li>\n
      16. Prediksi Curah Hujan Bulanan Berdasrkan Parameter Cuaca Menggunakan Jaringan Saraf Tiruan Levenberg Marquardt (Setiyaris Setiyaris<\/strong>)<\/a><\/li>\n
      17. Pengaruh Jenis Kelamin, Usia, Personal Selling dan Brand Activation Terhadap Niat Beli Konsumen Pada Xiaomi\u00a0(M. Husnus Syawab<\/strong>)<\/a><\/li>\n
      18. Bidirectional GRU dengan Attention Mechanism pada Analisis Sentimen PLN Mobile (Moh. Ainur Rohman<\/strong>)<\/a><\/li>\n
      19. ANALISIS SENTIMEN ARTIKEL BERITA PEMILU BERBASIS METODE KLASIFIKASI (Fathir<\/strong>)<\/a><\/li>\n
      20. Prediksi Service Level Agreement Waktu Tempuh Kiriman Barang Dan Dokumen Pada PT Pos Indonesia Dengan Metode Random Forest Hybrid (Muhammad Isa Ansori<\/strong>)<\/a><\/li>\n<\/ol>\n<\/details>\n
        \nPublication 2022<\/p>\n<\/summary>\n
          \n
        1. Studi Literature Analisis Potensi Pasar Marketplace terhadap Penjualan (Sya\u2019Roni<\/strong>)<\/a><\/li>\n
        2. IMPLEMENTASI METODE ALGORITMA COLLABORATIVE FILTERING DAN K-NEAREST NEIGHBOR PADA SISTEM REKOMENDASI E-COMMERCE (Dita Aisha<\/strong>)<\/a><\/li>\n
        3. Deteksi Plagiarisme Berbasis Parafrase Pada Teks Bahasa Indonesia (Fauziyah Amini<\/strong>)<\/a><\/li>\n
        4. REVIEW PENERAPAN METODE KLASIFIKASI PADA SISTEM REKOMENDASI SOSIAL KEMASYARAKATAN (Tri Gunantohadi<\/strong>)<\/a><\/li>\n
        5. Support Vector Machine (SVM) dan Algoritma Na\u00efve Bayes (NB) Untuk Mengklasifikasi Keterlambatan Pembayaran Sumbangan Pendidikan di Madrasah Ibtidaiyah (Dini Kristianti\u00a0<\/strong>)<\/a><\/li>\n
        6. Optimalisasi Formula Kandungan Zat Bahan Pakan Domba Dan Kambing Dengan Multivariate Linear Regression(Badruz Zamanil Charis<\/strong>)<\/a><\/li>\n
        7. Phrase Based and Neural Network Translation for Text Transliteration from Arabic to Indonesia (Alvian Burhanuddin<\/strong>)<\/a><\/li>\n
        8. Analisis Perbandingan Metode K-Nn Dan Decision Tree Dalam Klasifikasi Kenyamanan Thermal Bangunan (Ilham Yusuf Akbar\u00a0<\/strong>)<\/a><\/li>\n
        9. Analisis Sentimen Review Aplikasi Media Berita Online Pada Google Play menggunakan Metode Algoritma Support Vector Machines (SVM) Dan Naive Bayes (Ulfa Kusnia<\/strong>)<\/a><\/li>\n<\/ol>\n<\/details>\n
          \nPublication 2021<\/p>\n<\/summary>\n
          \n
          \n
            \n
          1. Menilai Kecenderungan Nilai Antar Mata Pelajaran Menggunakan Association Rule Pada Rapidminer (Adi Nurrachman<\/strong>)<\/a><\/li>\n
          2. Analysis of the Spread of COVID-19 in Local Areas in Indonesia (Alvian Burhanuddin<\/strong>)<\/a><\/li>\n
          3. Analysis Classification Opinion of Policy Government Announces Cabinet Reshuffle on YouTube Comments Using 1D Convolutional Neural Networks (Ahmad Latif Qosim<\/strong>)<\/a><\/li>\n
          4. Time Series Forecasting for the Spread of Covid-19 in Indonesia Using Curve Fitting (Arif Kurniawan<\/strong>)<\/a><\/li>\n
          5. A Comparison of Naive Bayes Methods, Logistic Regression and KNN for Predicting Healing of Covid-19 Patients in Indonesia (Manzilur Rahman Romadhon<\/strong>)<\/a><\/li>\n<\/ol>\n<\/section>\n<\/article>\n