Surya Sumpeno

Name : Dr. Surya Sumpeno, S.T., M.Sc.
State Employee Number : 19690613199702 1 000
Email : surya@its.ac.id

Education Background

  • Bachelor – Electrical Engineering (Institut Teknologi Sepuluh Nopember)
  • Magister – Electrical Engineering (Tohoku University)
  • Doctor – Electrical Engineering (Institut Teknologi Sepuluh Nopember)

Course

Final Project

  • Explorasi Alat Persembahyangan pada Museum Virtual 3D
  • Klasifikasi Gerakan Tangan SIBI (Sistem Isyarat Bahasa Indonesia) Menggunakan Leap Motion dengan Metode Klasifikasi Naïve Bayes
  • Simulator Kotak Musik Symphonion pada Museum Mpu Tantular Menggunakan Perangkat Imersif
  • Gamification Wisata di Museum Mpu Tantular berbasis Augmented Reality
  • Virtualisasi dan Eksplorasi pada Benda Bersejarah Garudeya Menggunakan Perangkat Imersif
  • Robot Humanoid Sebagai Alat Peraga Pendongeng Cerita Rakyat Indonesia Bagi Anak-anak
  • Diorama Virtual Eksploratif Tentang Kehidupan Manusia Purba Indonesia Menggunakan Mixed Reality Berbasis Apple ARKit
  • 3D Magic Door Simulasi Interaktif Kegiatan Manusia Purba Menggunakan Kinect dan Penyaji 3D
  • Penerapan Mixed Reality pada Candi Penataran Berbasis Geo Location dan Sensor Gyroscope
  • Pengembangan Media Pembelajaran “Sistem Tata Surya” Multiplayer Virtual Reality
  • Pengembangan Peranti IMU(Inertial Measurement Unit) sabagai Controller Pistol Virtual pada Permainan Menembak
  • Visualisasi Perkembangan Peradaban Manusia menggunakan Interactive Holographic Projection

Research Experiences

No.YearResearch SubjectFunding Source
1.2020Pengembangan Drone UAV Medis untuk
Penanganan Covid-19 di Daerah Kepulauan
Ristek /BRIN LPDP
2.2020Pengembangan dan Implementasi Model Early
Warning System Persebaran Penyakit Sebagai
Piranti Pendukung Program Smart City
DIKTI
3.2020Pengembangan Model dengan Pendekatan Machine
Learning dan Deep Learning pada Sistem Pendukung
Keputusan untuk Rekomendasi Pakar Peneliti
berdasarkan Perilaku dari Rekam Jejak Publikasi
DIKTI
4.2019
Sistem VR HMD dengan Interaksi 3D Gestur TanganInnovation and
Commercial
5.2017-2018Teknologi Informasi Untuk Warisan Budaya Dan
Peradaban: Museum Virtual 3d Dan Augmented
Reality
LPDP Productive
Research
6.2017 Insentif Inovasi Produk Virtual Reality dan HKI ITS
7.2013-2015Dijitalisasi Koleksi Arca Museum Berbasis
Pemodelan 3D yang Terintegrasi Secara Nasional
untuk Revitalisasi Museum
Simlitabmas Ristek Dikti,
Penelitian Strategis
Nasional
8.2013Pengenalan Ekspresi Emosi dari Database Ekspresi
Wajah Perempuan Indonesia Berbasis 3D
Excellent research
colleges
9.2013Antarmuka Cerdas Berwujud Karakter Virtual
Berafeksi
Excellent research
colleges
10.2013Karakter Virtual Berbahasa Indonesia BerafeksiScience and Technology
Research (IPTEKS)
11.2012-2013Augmented Reality tak Berpenanda sebagai Alat
Peraga Pendidikan
Excellent research
colleges

Scientific Article Writing Experiences in Journals

No.Scientific Article SubjectYearJournal Name
1.Modeling Basic Movements of Indonesian Traditional
Dance Using Generative Long Short-Term Memory
Network.
2020
IAENG International
Journal of Computer
Science 47 (2)
2.Prediction of Dengue Fever Outbreak Based on Climate
Factors Using Fuzzy-Logistic Regression
2020
International Seminar on
Intelligent Technology and
Its Applications (ISITIA)
3.Interaksi 3D Sensor Leap Motion untuk Menggenggam
Benda Virtual
2020
CYCLOTRON 3 (2)
4.Performance Evaluation of Classifiers for Predicting
Infection Cases of Dengue Virus Based on Clinical
Diagnosis Criteria
2020
2020 International
Electronics Symposium
(IES), 456-462
5.Clustering Data National Examinations based on Social
Media Using K-Means Methods
2020
JAREE (Journal on
Advanced Research in
Electrical Engineering) 4
(2)
6.Fuzzy Multi-Attribute Decision Making untuk Klasifikasi
Potensi Kewirausahaan Berdasarkan Theory of Planned
Behavior (Fuzzy Multi-Attribute Decision Making for
Classifying Entrepreneurial Potential based on Theory of
Planned Behavior)
2020National Journal of
Electrical Engineering and
Information Technology
7.Analisis Pendapat Masyarakat terhadap Berita
Kesehatan Indonesia menggunakan Pemodelan Kalimat
berbasis LSTM (Indonesian Stance Analysis of
Healthcare News using Sentence Embedding Based on
LSTM)
2020National Journal of
Electrical Engineering and
Information Technology
8.Identifying collaboration dynamics of bipartite authortopic networks with the influences of interest changes2020Scientometrics
9.Explorable Virtual Diorama of Indonesian Prehistoric
Human Life using Apple ARKit based Mixed Reality
2019International Conference
on Computer Engineering,
Network and Intelligent
Multimedia (CENIM)
10.Immersive Hand Gesture for Virtual Museum using Leap
Motion Sensor Based on K-Nearest Neighbor
2019International Conference
on Computer Engineering,
Network and Intelligent
Multimedia (CENIM)
11.Virtualization and Exploration of the Garudeya Historical
Objects Using Immersive Devices
2019International Conference
on Computer Engineering,
Network and Intelligent
Multimedia (CENIM)
12.Productivity-based Features from Article Metadata for
Fuzzy Rules to Classify Academic Expert
2019IEEE 10th International
Conference on Awareness
Science and Technology
13.Community Feedback Analysis Using Latent Semantic
Analysis (LSA) To Support Smart Government
20192019 International
Seminar on Intelligent
Technology and Its
Applications (ISITIA)
14.Regulation Document Search Based on Themes using
Cosine Similarity and Naive Bayes
20192019 International
Seminar on Intelligent
Technology and Its
Applications (ISITIA)
15.SIFT and ICP in Multi-view based Point Clouds
Registration for Indoor and Outdoor Scene
Reconstruction
20192019 International
Seminar on Intelligent
Technology and Its
Applications (ISITIA)
16.Development of Learning Media" Solar System"
Multiplayer Virtual Reality Using Samsung Gear VR
2019Engineering Journal ITS 8
(1), A38- A43
17.Klasifikasi Interaksi Kampanye di Media Sosial
Menggunakan Naïve Bayes Kernel Estimator
2019Jurnal Nasional Teknik
Elektro dan Teknologi
Informasi (JNTETI)
18.Twitter Sentiment Analysis of Juvenile Behaviour
Deviations using LSA (Latent Semantic Analysis)
2019Journal of Physics:
Conference Series
19.Analisis Kinerja LSTM dan GRU sebagai Model
Generatif untuk Tari Remo
2019Jurnal Nasional Teknik
Elektro dan Teknologi
Informasi (JNTETI)
20.N-Gram Keyword Retrieval on Association Rule Mining
for Predicting Teenager Deviant Behavior from School
Regulation
2018International Conference
on Computer
Engineering, Network and
Intelligent Multimedia
(CENIM)
21.Training Strategies for Remo Dance on Long ShortTerm Memory Generative Model
2018International Conference
on Computer
Engineering, Network and
Intelligent Multimedia
(CENIM)
22.Conflict of Interest based Features for Expert
Classification in Bibliographic Network
2018International Conference
on Computer
Engineering, Network and
Intelligent Multimedia
(CENIM)
23.Comparison of Recognition Accuracy on Dynamic Hand
Gesture Using Feature Selection
2018International Conference
on Computer
Engineering, Network and
Intelligent Multimedia
(CENIM)
24.Micro Expression: Comparison of Speed and Marking
Accuracy in Facial Component Detection
2018International Conference
on Computer
Engineering, Network and
Intelligent Multimedia
(CENIM)
25.Dynamic hand gesture recognition on 3D virtual cultural
heritage ancient collection objects using k- nearest
neighbor
2018Engineering Letters
26.Real-time Video Quality Assessment for Analog
Television Based on Adaptive Fuzzy Membership
2018Telkomnika Journal
27.Function TuningPerformance Of The IEEE 802.15. 4
Protocol As The Marker Of Augmented Reality In
Museum
2018Journal of Physics:
Conference Series
28.Gamification wisata di Museum Mpu Tantular berbasis
Augmented Reality
2018ITS Engineering Journal
29.Multi-Attribute Clustering of Student's Entrepreneurial
Potential Mapping Based on Its Characteristics and
2018Proceedings of the 2018
10th International
Conference on Computer
and Automation
Engineering
30.the Affecting Factors: Preliminary Study on Indonesian
Higher Education Database Menuju Pengenalan
Ekspresi Mikro: Pendeteksian Komponen Wajah
Menggunakan Discriminative Response Map Fitting
2018Jurnal Nasional Teknik
Elektro dan Teknologi
Informasi (JNTETI)

Seminar Experiences