Academic Staff
Profile > Academic Staff
Lecturer Profile
Dr. Dian Kurniasari, S.Si., M.Sc.
Staff Performance
SINTA Summary
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Research
| Title | Leader | Members | Funding Source | Year | Amount |
|---|---|---|---|---|---|
| ANALISIS KEBIJAKAN PUBLIK MELALUI MEDIA SOSIAL: KLASIFIKASI BERBASIS TRANSFORMER DAN PENDEKATAN NERLDA PADA TWEET DI INDONESIA | Dian Kurniasari | PENELITIAN DIPA LPPM ( PPF ) | 2025 | Rp. 40.000.000 | |
| FUNGSI KARAKTERISTIK DAN FLEKSIBILITAS DISTRIBUSI GENERALIZED F DALAM PEMODELAN DATA POLUSI LINGKUNGAN | Warsono | PENELITIAN DIPA LPPM ( PPF ) | 2025 | Rp. 40.000.000 | |
| PENGEMBANGAN ALGORITMA MEMBANGKITKAN DATASET SPANNING TREE DENGAN VISUALISASI SPRING LAYOUT PENYESUAIAN SUDUT | Wamiliana | PENELITIAN DIPA LPPM ( PPS ) | 2025 | Rp. 30.000.000 | |
| PERFORMA BIDIRECTIONAL ENCODER FROM TRANSFORMERS (BERT) PADA KLASIFIKASI SENTIMEN ULASAN PENILAIAN OBAT DENGAN RATING DAN TEXTBLOB | Dian Kurniasari | PENELITIAN DIPA LPPM ( PNPD ) | 2024 | Rp. 25.000.000 | |
| MODEL HIBRID MULTIVARIATE TIME SERIES DEEP LEARNING UNTUK PERAMALAN EKSPOR-IMPOR KOPI DAN NILAI TUKAR RUPIAH | Warsono | PENELITIAN DIPA LPPM ( PN MULTI ) | 2024 | Rp. 75.000.000 | |
| DEEP LEARNING DENGAN MODEL BIOWORDVEC UNTUK KLASIFIKASI LAPORAN MEDIKAL | Warsono | PENELITIAN DIPA LPPM ( PP ) | 2023 | Rp. 40.000.000 | |
| PENGEMBANGAN MODEL PREDIKSI KERACUNAN PESTISIDA (PRISKA) PADA PETANI BERDASARKAN STRUCTURE EQUATION MODELLING (SEM) | Fitria Saftarina | HIGHER EDUCATION FOR TECHNOLOGY AND INNOVATION (HETI) PROJECT UNILA ( HETI_PD ) | 2023 | Rp. 97.620.000 | |
| PERBANDINGAN PEMBELAJARAN KESAMAAN TEKS MENGGUNAKAN DEEP SIAMESE MANHATTAN ANTARA COSINE SIMILARITY DAN WORD MOVER’S DISTANCE PADA LAPORAN MEDIKAL | Dian Kurniasari | PENGABDIAN DIPA FAKULTAS ( PDMIPA ) | 2023 | Rp. 20.000.000 | |
| PENGEMBANGAN MODEL PREDIKSI KERACUNAN PESTISIDA (PRISKA) PADA PETANI BERDASARKAN STRUCTURE EQUATION MODELLING (SEM) | Fitria Saftarina | HIGHER EDUCATION FOR TECHNOLOGY AND INNOVATION (HETI) PROJECT UNILA ( HETI_PD ) | 2022 | Rp. 215.000.000 | |
| KARAKTERISTIK PENDUGA BAYES DISTRIBUSI BINOMIAL DENGAN PRIOR BETA | Widiarti | BLU LPPM UNILA ( PD ) | 2020 | Rp. 20.000.000 |
Community Services
| Title | Leader | Members | Funding | Year | Amount |
|---|---|---|---|---|---|
| PELATIHAN ANALISIS DATA DAN PEMBUATAN INFOGRAFIS DESA CANTIK DENGAN APLIKASI CANVA | Dian Kurniasari | PENELITIAN DIPA FMIPA ( PKM FMIPA ) | 2024 | Rp. 10.000.000 | |
| WORKSHOP PEMBUATAN MEDIA PEMBELAJARAN DAN PENGOLAHAN NILAI BAGI GURU DI SMK NURUL HUDA PRINGSEWU | Asmiati | PENGABDIAN FMIPA MANDIRI ( PKM FMIPA ) | 2023 | Rp. 5.000.000 | |
| PELATIHAN ANALISIS DATA BAGI DOSEN PERGURUAN TINGGI SWASTA DI BANDAR LAMPUNG | Mustofa Usman | PENGABDIAN BLU FMIPA ( PKM FMIPA ) | 2023 | Rp. 5.000.000 | |
| PELATIHAN PEMBUATAN DATABASE ADMINISTRASI DESA BAGI OPERATOR/SEKRETARIS/KEPALA KAMPUNG DI DESA REJOMULYO KECAMATAN JATI AGUNG KABUPATEN LAMPUNG SELATAN | Eri Setiawan | DIPA FAULTAS ( PK FMIPA ) | 2022 | Rp. 10.000.000 | |
| SOSIALISASI ZERO WASTE METHOD SEBAGAI UPAYA PENGELOLAAN LINGKUNGAN PETERNAKAN KAMBING PERAH DI KOTA METRO PROVINSI LAMPUNG | Muhammad Dima Iqbal Hamdani | PENGABDIAN DIPA LPPM ( PKMDP ) | 2020 | Rp. 10.000.000 | |
| IbM GURU MATEMATIKA KURIKULUM 2013 SEKOLAH MENENGAH PERTAMA DI KECAMATAN RAJABASA KOTA BANDAR LAMPUNG | Warsono | Pengabdian Kepada Masyarakat Kompetitif Nasional ( PKM ) | 2015 | Rp. 37.500.000 |
Intellectual Property Rights
| Title | Inventors | Year | Application Number | Type |
|---|---|---|---|---|
| Implementasi Model Hybrid Convolutional Neural Network Dan Bidirectional Long Short-Term Memory Untuk Analisis Tingkat Kepuasan Pengguna Aplikasi Halodoc | Arif Su'admaji, Dr. Dian Kurniasari, S.Si., M.Sc. dkk | 2024 | Nomor Permohonan : EC00202499788 | Hak Cipta |
| Peramalan Harga Saham BRI Dengan Metode Hybrid Autoregressive Integrated Moving Average - Long Short-Term Memory (ARIMA- LSTM) | Dr. Dian Kurniasari, S.Si., M.Sc., Silvi Fitriani, S.Mat. dkk | 2024 | Nomor Permohonan : EC00202438103 | Hak Cipta |
| Implementasi Metode Hybrid Vector Autoregressive Integrated Moving Average Exogenous – Bidirectional Long Short Term Memory (VARIMAX – Bi-LSTM) Dalam Peramalan Harga Emas Dan Perak | Muhammad Wais Alqorni, Dr. Dian Kurniasari, S.Si., M.Sc. dkk | 2024 | Nomor Permohonan : EC002024190586 | Hak Cipta |
| Klasifikasi Sentimen Ulasan Penilaian Obat Dengan Metode Bidirectional Encoder Representations From Transformers (BERT) | Yazid Zinedine, Dr. Dian Kurniasari, S.Si., M.Sc. dkk | 2024 | Nomor Permohonan : EC00202441089 | Hak Cipta |
| Peramalan Multivariate Time Series Harga Penutupan Saham PT. Kalbe Farma Tbk Dan Nilai Tukar Rupiah Berbasis Model Hybrid VECM - LSTM | Mawar Alhani, Ir. Warsono, M.S. Ph.D. dkk | 2024 | Nomor Permohonan : EC002024103467 | Hak Cipta |
| Penerapan Model Transfer Learning Dengan Convolutional Neural Network (CNN) Pada Klasifikasi Citra Tumor Otak | Muhtarom Ahkam Maulana, Dr. Dian Kurniasari, S.Si., M.Sc. dkk | 2024 | Nomor Permohonan : EC00202448466 | Hak Cipta |
| Peramalan Ekspor Impor Indonesia dengan Metode Hybrid Vector Autoregressive Exogenous-Convolutional Neural Network (VARX-CNN) | Irma Destiana, Ir. Warsono, M.S., Ph.D dkk | 2023 | Nomor Permohonan : EC00202367285 | Hak Cipta |
| Hybrid Vector Autoregressive Exogenous (VARX) - Long Short Term Memory (LSTM) Untuk Peramalan Suku Bunga Kredit Investasi | Nurul Isnaini, Ir. Warsono, M.S., Ph.D dkk | 2023 | Nomor Permohonan : EC00202365143 | Hak Cipta |
| Hybrid Convolutional Neural Network (CNN)-Long Short Term Memory (LSTM) Untuk Klasifikasi Data Text Penilaian Produk Nutrimax Food Supplement | Azzahra Zulfa Riswinda, Dian Kurniasari, S. Si., M. Sc. dkk | 2023 | Nomor Permohonan : EC00202337386 | Hak Cipta |
| Implementasi Word Embedding: Word2Vec, GloVe, FastText Pada Model Convolutional Neural Network - XGBoost Untuk Klasifikasi Sentimen Pengguna Twitter | Dian Kurniasari, S.Si., M.Sc. dan Rizki Khoirun Nisa, S.Mat. | 2023 | Nomor Permohonan : EC00202334494 | Hak Cipta |
Books
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Scopus Articles
| Title | Quartile | Publisher | Year | Citations |
|---|---|---|---|---|
| Modeling Vector Error Correction with Exogeneous (VECMX) Variable for Analyzing Nonstationary Variable Energy Used and Gross Domestic Product (GDP) | Q1 as Journal | Science and Technology Indonesia | 2025 | 1 |
| Multi-Class Named Entity Recognition for Health Information Extraction Using Indonesian Online News Headlines | Q4 as Journal | International Conference on Computer Control Informatics and Its Applications Ic3ina | 2025 | 0 |
| Rule-Based Dialect of Tulang Bawang Stemmer | no-Q as Conference Proceedin | Icadeis 2025 2025 International Conference on Advancement in Data Science E Learning and Information | 2025 | 2 |
| On the Characteristic Function of the Four-Parameter Generalized Beta of the Second Kind (GB2) Distribution and Its Approximation to the Singh-Maddala, Dagum, and Fisk Distributions | Q1 as Journal | Science and Technology Indonesia | 2025 | 0 |
| Leveraging Transfer Learning Using Convolutional Neural Networks to Enhance Brain Tumor Images Classification | Q3 as Journal | Iaeng International Journal of Computer Science | 2025 | 0 |
| Transforming Alzheimer’s Disease Diagnosis: Implementing Vision Transformer (ViT) for MRI Images Classification | Q1 as Journal | Journal of Information and Communication Technology | 2025 | 5 |
| N-Gram Stemming for Dialect of Api Lampung | no-Q as Conference Proceedin | Proceedings 2025 4th International Conference on Electronics Representation and Algorithm Artificial | 2025 | 0 |
| BERT-Based Multi-Task Classification Model for Free Health Check-Up Program Analysis | Q4 as Journal | International Conference on Computer Control Informatics and Its Applications Ic3ina | 2025 | 0 |
| Performance of CNN and LSTM Model on COVID-19 News Headline Data Classification | Q1 as Journal | Baghdad Science Journal | 2025 | 0 |
| Breast Cancer Area Identification in Mammograms Using Expectation Maximization Gaussian Mixture Model | Q1 as Journal | Karbala International Journal of Modern Science | 2025 | 1 |