{"id":68772,"date":"2022-06-07T09:23:27","date_gmt":"2022-06-07T02:23:27","guid":{"rendered":"https:\/\/soc.telkomuniversity.ac.id\/kegiatan-penelitian-kk-ds\/"},"modified":"2023-09-10T20:00:41","modified_gmt":"2023-09-10T13:00:41","slug":"kegiatan-penelitian-kk-ds","status":"publish","type":"page","link":"https:\/\/soc.telkomuniversity.ac.id\/en\/kegiatan-penelitian-kk-ds\/","title":{"rendered":"Kegiatan Penelitian KK DS"},"content":{"rendered":"

[vc_row][vc_column][vc_column_text]<\/p>\n

KEGIATAN PENELITIAN KK DATA SCIENCE<\/strong><\/h1>\n

[\/vc_column_text][vc_column_text]Kelompok Keahlian Data Science memiliki 4 Lab Riset, yaitu :<\/span><\/p>\n

1. Lab. Modelling & Simulation<\/span><\/strong>
\n\u00a0\u00a0\u00a0 Hasil penelitian dari Lab Riset Modelling & Simulation diantaranya adalah <\/span>
\n\u00a0\u00a0\u00a0 – Sea level Forecasting system \u2013 Sistem prediksi tinggi muka air laut berbasis machine learning,<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 bekerja sama dengan KKP (Kementrian Kelautan Perikanan) – (Dr. Didit Adytia, Dr. Deni Saepudin, <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Indwiarti, M.Si).<\/span>
\n\u00a0\u00a0\u00a0 – Optimasi Portfolio Keuangan berbasis prediksi harga saham dengan pendekatan machine learning <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (Dr. Deni Saepuding, Aditya Firman Ikhsan, M.Sc).<\/span>
\n\u00a0\u00a0\u00a0 – Model Prediksi Data Spasial dan Waktu dengan metode machine learning<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (Sri Suryani Prasetyowati, M.Si)<\/span>
\n\u00a0\u00a0\u00a0 – Penyelesaian Persamaan Reaksi-Difusi-Adveksi Dengan Physics-Informed Neural Network (Pinn)<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (ADITYA FIRMAN IKHSAN, S.Si., M.Si.).<\/span>
\n\u00a0\u00a0\u00a0 – WFS (Wave Forecasting System) Wave Forecasting Enhanced by Deep Learning for Coastal Area<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (Dr. Didit Adytia).<\/span>
\n\u00a0\u00a0\u00a0 – Pemodelan Prediksi Temperatur Dengan Pendekatan Model Machine Learning<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (Dr. DIDIT ADYTIA, S.SI., M.Si.<\/span><\/p>\n

2. Lab. Big Data<\/span><\/strong>
\n\u00a0\u00a0\u00a0\u00a0 Hasil Penelitian yang dilakukan Big Data Lab. diantaranya adalah<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Nusantara Food Ontology \u2013 Riset Kerjasama Internasional<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (KEMAS RAHMAT SALEH WIHARJA, S.T., M.Eng., Ph.D).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Process Mining Untuk Analisis Disease Trajectory Pada Data Sampel Bpjs Kesehatan 2015-2018<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (Dr. ANGELINA PRIMA KURNIATI, S.T., M.T).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Deteksi Depresi Berdasarkan Unggahan di Media Sosial Twitter Menggunakan Ensemble Learning <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Method (Dr. WARIH MAHARANI, S.T., M.T).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Recommender System untuk Makalah Ilmiah menggunakan Content-Based Filtering dan Graph<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Based Method (Dr. Z K ABDURAHMAN BAIZAL, S.Si., M.Kom.).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Kerangka Kerja Indikator Pengukuran Tingkat Kematangan Transformasi Digital Perguruan Tinggi <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (YANUAR FIRDAUS ARIE WIBOWO, S.T., M.T.).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Model Prediksi Klasifikasi Berdasarkan Data Spasial Waktu Dengan Metode Pembelajaran Mesin <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (Dr. YULIANT SIBARONI, S.Si., M.T. ).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Recommender System Menggunakan Collaborative Filtering Berbasis User-Based Dan Item-Based <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Di Twitter (Studi Kasus Film Di Netflix) (Dr. ERWIN BUDI SETIAWAN, S.Si., M.T.).<\/span><\/p>\n

3. Lab. NLP & Text Mining<\/span><\/strong>
\n\u00a0\u00a0\u00a0\u00a0 Hasil Penelitian yang dilakukan Lab. NLP &TM diantaranya adalah<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Pengembangan Metode Peringkasan pada Perangkat Pencari Artikel Ilmiah\u2013 Riset Kerjasama <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Internasional (Dr. ADE ROMADHONY, S.T., M.T.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Pengembangan Portal Satu Data dalam Rangka Transparansi dan Integrasi Data di Lingkungan <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Telkom University \u2013 PUPT (Dr. ADE ROMADHONY, S.T., M.T.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Pengembangan Digital Readiness Tools sebagai Asesmen Kesiapan Digital Transformation pada <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Universitas Telkom \u2013 PUPT (Prof. Dr. ADIWIJAYA, S. Si., M.Si.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Identifikasi Entitas Manusia Pada Al Qur\u2019an (Dr.Ir. MOCH. ARIF BIJAKSANA, M.Tech.)<\/span><\/p>\n

4. Lab. High Performance Computing (HPC)<\/span><\/strong>
\n\u00a0\u00a0\u00a0\u00a0 Hasil Penelitian yang dilakukan Lab. HPC diantaranya adalah<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Implementation of Machine Learning Methods on QSAR Study of Aromatic Disulfide Compounds as <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 SARS-CoV Inhibitor \u2013 Riset Kerjasama Internasional <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (ISMAN KURNIAWAN, S. Pd., M.Si., M.Sc., Ph.D.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Pengaruh Heart Rate Variability, Resting Heart Rate Dan Respon Psikologi Untuk Mendeteksi <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Influenza Pada Manusia (Dr. RIFKI WIJAYA).<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Prediksi Aktivitas Inhibitor DPP-IV Sebagai Agen Anti Diabetes Menggunakan Metode Particle <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Swarm Optimization-Support Vector Machine (ISMAN KURNIAWAN, S.Pd., M.Si., M. Sc., Ph.D.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Prediksi Penyebaran Penyakit Demam Berdarah Dengue di Kabupaten Bandung Berdasarkan Data <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Cuaca dengan Pendekatan Machine Learning (FHIRA NHITA, S.T., M.T.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Travel CRS (Pikniklah.com): Pembangkit Jadwal Kunjungan Wisata Otomatis<\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 (NURUL IKHSAN, S. Si., M.Si., M.Sc., Ph.D.)<\/span>
\n\u00a0\u00a0\u00a0\u00a0 – Conversational Recommender System Berbasis Chatbot Pada Platform Messaging Menggunakan <\/span>
\n\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Dialogflow (NURUL IKHSAN, S. Si., M.Si., M.Sc., Ph.D.)<\/span>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"

[vc_row][vc_column][vc_column_text] KEGIATAN PENELITIAN KK DATA SCIENCE [\/vc_column_text][vc_column_text]Kelompok Keahlian Data Science memiliki 4 Lab Riset, yaitu : 1. Lab. Modelling & Simulation \u00a0\u00a0\u00a0 Hasil penelitian dari Lab Riset Modelling & Simulation diantaranya adalah \u00a0\u00a0\u00a0 – Sea level Forecasting system \u2013 Sistem prediksi tinggi muka air laut berbasis machine learning, \u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 bekerja sama dengan KKP (Kementrian Kelautan […]<\/p>\n","protected":false},"author":161,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-68772","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/pages\/68772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/users\/161"}],"replies":[{"embeddable":true,"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/comments?post=68772"}],"version-history":[{"count":2,"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/pages\/68772\/revisions"}],"predecessor-version":[{"id":70266,"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/pages\/68772\/revisions\/70266"}],"wp:attachment":[{"href":"https:\/\/soc.telkomuniversity.ac.id\/en\/wp-json\/wp\/v2\/media?parent=68772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}