Sri Winarno, Ph.D

Dosen Teknik Informatika

Fakultas Ilmu Komputer, Universitas Dian Nuswantoro, Kota Semarang

sri.winarno@dsn.dinus.ac.id

Pengalaman Penelitian

2021 – Desain dan Implementasi Model Evaluasi Pembelajaran Menggunakan Formatif Evaluation Model (FEM) Untuk meningkatkan Capaian Pembelajaran Mata Kuliah (CP-MK) Melalui Sistem Pembelajaran KULINO

Pengalaman Pengabdian Kepada Masyarakat

2021 – Pengenalan Dasar Metode Penelitian Sebagai Upaya Peningkatan Pengetahuan dalam Penulisan Karya llmiah Siswa Pada SMAN 3 Semarang
2021 – Literasi Informasi Untuk Meningkatkan Keterampilan Pencarian Informasi Imiah Siswa SMA Negeri 3 Semarang

Pengalaman Penulisan Artikel Ilmiah Dalam Jurnal

2024 – Pengembangan Chatbot Kesehatan Mental Menggunakan Algoritma Long Short-Term Memory. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 251-259
2024 – Comparing Haar Cascade and YOLOFACE for Region of Interest Classification in Drowsiness Detection. JURNAL MEDIA INFORMATIKA BUDIDARMA 8 (1), 272-281
2024 – Comparison of Hyperparameter Optimization Techniques in Hybrid CNN-LSTM Model for Heart Disease Classification Sinkron: jurnal dan penelitian teknik informatika 9 (1), 455-465
2024 – GridSearch and Data Splitting for Effectiveness Heart Disease Classification Sinkron: jurnal dan penelitian teknik informatika 9 (1), 317-331
2024 – Heart Disease Classification Using Deep Neural Network with SMOTE Technique for Balancing Data Advance Sustainable Science, Engineering and Technology (ASSET) 6 (1), 0240108
2023 – Analisis Optimasi Algoritma Decision Tree, Logistic Regression dan SVM Menggunakan Soft Voting. JURNAL MEDIA INFORMATIKA BUDIDARMA 7 (4), 1908-1919
2023 – IMPROVING PERFORMANCE OF STUDENTS’GRADE CLASSIFICATION MODEL USES NAÏVE BAYES GAUSSIAN TUNING MODEL AND FEATURE SELECTION. Jurnal Teknik Informatika (Jutif) 4 (3), 493-501
2023 – PERFORMANCE OF K-MEANS CLUSTERING AND KNN CLASSIFIER IN FISH FEED SELLER DETERMINATION MODELS. Jurnal Teknik Informatika (Jutif) 4 (3), 485-491
2023 – Continous Formative Assessment pada Pendekatan Hybrid Learning: Sebuah Study Evaluasi Persepsi. Journal of Education and Teaching (JET) 4 (3), 316-323
2023 – Multi-Layer Perceptron For Diagnosing Stroke With The SMOTE Method In Overcoming Data Imbalances. Innovation in Research of Informatics (INNOVATICS) 5 (1)
2023 – HYBRIDIZATION OF THE NAIVE BAYES CLASSIFICATION METHOD IN THE FRESHWATER FISH SEED SELLER CLASSIFICATION MODEL. Jurnal Teknik Informatika (Jutif) 4 (2), 421-427
2023 – DECISION TREE SIMPLIFICATION THROUGH FEATURE SELECTION APPROACH IN SELECTING FISH FEED SELLERS. Jurnal Teknik Informatika (Jutif) 4 (2), 301-309
2023 – KETERAMPILAN INTERPERSONAL. Penerbit Andi 2023 – Monkeypox and Measles Detection using CNN with VGG-16 Transfer Learning. Journal of Computing Research and Innovation 8 (1), 32-44
2023 – STB Sentiment Analysis Classification Multiclass Modeling Using Calibrated Classifier With SGDC Tuning As Basis and Sigmoid Method. International Journal of Computer and Information System (IJCIS) 4 (1), 1-7
2023 – Design and Implementation mDPBL Teaching Approach to Improve Students’ Creative Thinking Skill. Journal of Education and Teaching (JET) 4 (1), 119-127
2022 – Prediction of Catfish Yield To Fulfill Community Needs Using Multiple Linear Regression Algorithm Method. Devotion Journal of Community Service 3 (13), 2146-2153
2022 – Developing & Designing Smart City Profiling Framework. JSI: Jurnal Sistem Informasi (E-Journal) 14 (2)
2022 – Prediction of Feed Quantity Using Multiple Linear Regression Algorithm for Clarias Farming. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS)
2022 – Clarias Size Clustering to Determine Market Segmentation Using K-Means Algorithm. 2022 4th International Conference on Cybernetics and Intelligent System (ICORIS)
2022 – Analisis Sentimen Masyarakat terhadap Layanan Shopeefood Melalui Media Sosial Twitter dengan Algoritma Naïve Bayes Classifier. vol 7, 14-25
2022 – Persepsi Mahasiswa Terhadap Formatif Evaluation Model (FEM) Sebagai Model Evaluasi Pembelajaran Berbasis Learning Management System (LMS). JSI: Jurnal Sistem Informasi (E-Journal) 14 (1)
2022 – PELATIHAN DAN SIMULASI DATA MINING PADA SMA NEGERI 3 SEMARANG. Jurnal Pengabdian Masyarakat Information Technology 1 (1), 9-18
2022 – Cypriot Journal of Educational Sciences. Sciences 17 (9), 2990-2998
2022 – Analisis Perbandingan Algoritma Naive Bayes Classifier dan Support Vector Machine untuk Klasifikasi Berita Hoax pada Berita Online Indonesia. JURNAL MASYARAKAT INFORMATIKA 13 (2), 85-98
2022 – Impacts of formative evaluation model towards improving students’ learning outcomes in online teaching platforms
2020 – Optimizing Business Ability Prediction Using Random Forest, Case Study: Fabric Company in Indonesia.
2018 – Direct-Problem-Based Learning (DPBL): A Framework for Integrating Direct Instruction and Problem-Based Learning Approach.
2018 – Students’ Feedback of mDPBL Approach and the Learning Impact towards Computer Networks Teaching and Learning.
2018 – Impacts of mDPBL Approach towards Computer Networks Teaching and Learning Process

Pengalaman Penyampaian Makalah Secara Oral Pada Pertemuan/Seminar Ilmiah

2017 – Multimedia Teaching and Learning for Computer Networks Subject in the Direct Problem-Based Learning Approach: A Pilot Study.
2016 – A Proposed Framework for Computer Networks Multimedia Learning with Direct Problem-Based Learning Approach.

Penelitian dan Pengabdian Internal

2023 – Desain dan Implementasi Continuous Formative Assessment (CFA) sebagai Model Penilaian Capaian Pembelajaran Mahasiswa pada Pendekatan Pembelajaran Hybrid di Era Pasca Pandemi
2022 – Desain dan Implementasi Model Evaluasi Pembelajaran Menggunakan Formatif Evaluation Model (FEM) untuk Meningkatkan Capaian Pembelajaran Mata Kuliah (CP-MK) melalui Sistem Pembelajaran KULINO
2021 – Pengembangan Aplikasi Dewan Masjid In
2021 – PELATIHAN DAN PEMBUATAN MA
2021 – PELATIHAN EDIT FOTO PRODUK D
2022 – Analisis Perbandingan Algoritma Naive Bayes Classifier dan Support Vector Machine untuk Klasifikasi Hoax pada Berita Online Indonesia