Dr. Ir. Derwin Suhartono S.Kom., MTI
Faculty Member
Dr. Ir. Derwin Suhartono S.Kom., MTI
Research
029/VR.RTT/III/2023

Automatic Question Generation untuk Meningkatkan Kualitas Pembelajaran dengan Model berbasis Transformer

061/VR.RTT/IV/2022

Pengembangan Teknik Augmentasi Kontekstual untuk Pendeteksi Kalimat Sarkasme di Media Sosial

171A/VR.RTT/VIII/2022

SMAPHA: Sistem Cerdas Pemetaan Tingkat Kesehatan Masyarakat berbasis Artificial Intelligence

021/VR.RTT/III/2021

PETA PREDIKSI SPASIAL KEMATIAN COVID-19 DKI JAKARTA DENGAN BAYES LINEAR MIXED MODEL BERBASIS WEB

122/VR.RTT/IX/2022

Pengembangan dan Penerapan Geospatial Artificial Intelligence (GeoAI) untuk Membina dan Memberdayakan Masyarakat Indonesia

014/VR.RT/III/2018

Identifikasi Komponen Argumentasi dari Naskah Esai Secara Otomatis Menggunakan Gated Recurrent Unit

020A/VR.RTT/IV/2017

IMPLEMENTASI LONG SHORT-TERM MEMORY UNTUK ARGUMENTATION MINING

039A/VR.RTT/VI/2017

Algoritma Deep Learning untuk Deteksi dan Klasifikasi Komponen Argumen pada Esai

039A/VR.RTT/VI/2017

Pengembangan Teknik Pengenalan Kepribadian Manusia Melalui Teks Berbahasa Indonesia

029/VR.RTT/V/2016

Kategorisasi Dokumen Berita Teks Berbahasa Indonesia dengan Menggunakan Lexical Feature

Publication
Journal Article

Measuring the Quality of Semantic Data Augmentation for Sarcasm Detection

Conference Article

Mobile Application for Agribusiness Crops Transport Vehicle Reservation with First Come First Served Algorithm

Journal Article

Offensive Language Detection using Soft Voting Ensemble Model

Journal Article

Emotion Classification of Indonesian Twitter Social Media Text Using Soft Voting Ensemble Method

Conference Article

Book Recommendation Using Double-Stack BERT: Utilizing BERT to Extract Sentence Relation Feature for A Content-Based Filtering System

  • Academic Year 2022
  • Media Holder The 16th Multi-Disciplinary International Conference on Artificial Intelligence (MIWAI) 2023
  • Media Publisher
  • author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTI
Journal Article

Classifying Argument Component using Deep Learning on English Dataset

Journal Article

A Pre-trained Transformer-based Ensemble Model for Automated Indonesian Fake News Classification

Journal Article

Visual Recognition to Identify Helmet on Motorcycle Rider Using Convolutional Neural Network

Conference Article

Depression Detection System for Social Media Users

Journal Article

MBTI Personality Prediction Using Machine Learning and SMOTE for Balancing Data Based on Statement Sentences

Menjadi Relevan dengan Perkembangan Artificial Intelligence

Generative AI

  • Community Masyarakat Umum
  • Date 23 March 2024
  • location https://binus.zoom.us/j/93633088986
Teknologi Informasi sebagai Keypoint Kesuksesan Bisnis

Bagaimana Peran TI dalam Peningkatan Profitabilitas Bisnis?

  • Community Masyarakat Umum
  • Date 02 March 2024
  • location https://binus.zoom.us/j/95130620908
pelatihan

Banyak Pekerjaan Akan Digantikan AI, Akademisi : Tidak Perlu Khawatir, Akan Munculkan Peluang Baru

  • Community Masyarakat Umum
  • Date 22 November 2023
  • location tribun news
Penggunaan AI pada bidang Edukasi

Konsep dan Penerapannya

  • Community Guru-guru SD, SMP, dan SMA sejabodetabek
  • Date 24 August 2023
  • location Sekolah Santa Patricia Tangerang
Memasuki Dunia Digital dengan Keterampilan Teknologi

Memasuki Dunia Digital dengan Keterampilan Teknologi

  • Community Masyarakat Umum
  • Date 09 July 2023
  • location Zoom Online https://binus.zoom.us/j/97625635714
Teknologi Digital

Perkembangan, Peluang, dan Masa Depan

  • Community Masyarakat Umum
  • Date 15 January 2023
  • location Zoom Online
UMKM Pasar Rakyat Go Digital

Manajemen Pengelolaan Pasar Berbasis Digital dan Peran Pengelola dalam Penerapan Pasar Berbasis Digital

  • Community UMKM - Ecosystem
  • Date 05 October 2022
  • location Pasar Modern BSD City
Penanaman Bibit Anggur dengan Aplikasi IoT dan Penghijauan

Penanaman Bibit Anggur dengan Aplikasi IoT dan Penghijauan

  • Community Masyarakat Umum
  • Date 07 August 2022
  • location SD An Nahl, Cileungsi, Bogor
Peluang Karir di Bidang Informatika

Peluang Karir di Bidang Informatika

  • Community Masyarakat Umum
  • Date 13 February 2022
  • location Zoom Online
Robotics Pets untuk Mencegah Demensia

Robotics Pets untuk Mencegah Demensia

  • Community Panti Jompo Sasana Tresna wherda Caritas
  • Date 11 February 2022
  • location Zoom Online
Working on Argumentation Mining Tasks from Essay Writings

-

  • Community Masyarakat Umum
  • Date 08 September 2021
  • location Google Meet
Computer Science and Its Opportunities

Computer Science and Its Opportunities

  • Community Masyarakat Umum
  • Date 05 September 2021
  • location Zoom Online
Understanding Computer Science

-

  • Community Orang Tua Calon Mahasiswa
  • Date 08 August 2021
  • location Zoom Online
WEBINAR

Preparing Future: "Is our dream our passion?"

  • Community *After School Academy (ASA)
  • Date 09 June 2021
  • location zoom
Panduan Instalasi Termal Detector

Pengembangan aplikasi Face Mask dan Temperature Detector untuk BINUS University

  • Community Masyarakat Umum
  • Date 28 February 2021
  • location Media Online
Peran digitalisasi Dalam meningkatkan Usaha UMKM guna menghadapi Industry 4.0

Peran Smart City untuk mendukung E-Learning pada industry 4.0

  • Community UMKM Silver Interfor
  • Date 28 November 2020
  • location webinar
Techno-Linguistics: Processing and Analyzing Language Online

Techno-Linguistics: Processing and Analyzing Language Online

  • Community Masyarakat Umum
  • Date 16 October 2020
  • location Online (https://binus.zoom.us/j/95616375476 )
Seminar - Empower your Business with Machine Learning

Seminar - Empower your Business with Machine Learning

  • Community Binus University
  • Date 25 September 2020
  • location Online (https://us02web.zoom.us/j/89192411750?pwd=UmZyeDRMQXRyeW5DVmF4QzF3QVFLdz09)
pelatihan komputer - ms. Excel 2

Vlookup, Hlookup, index, create grafik, edit grafik

  • Community WKRI Cab. St. Bernadet
  • Date 24 March 2020
  • location binus alsut, R 1601
Microsoft Word 2007

Training Pengenalan Photoshop

  • Community Masyarakat Umum
  • Date 12 April 2014
  • location
Pengenalan Computer Science

Pengenalan Computer Science

  • Community Orang tua Calon Mahasiswa
  • Date 23 April 2017
  • location
Mengenal lebih dekat ilmu Komputer

Mengenal lebih dekat ilmu komputer

  • Community Siswa/i SMA
  • Date 26 November 2017
  • location
Pengenalan Computer Science

Pengenalan Computer Science

  • Community Orang tua Calon Mahasiswa
  • Date 22 April 2018
  • location
Pengenalan Computer Science

Pengenalan Computer Science

  • Community Orang tua Calon Mahasiswa
  • Date 22 April 2018
  • location
Entrepreneur Talkshow

Entrepreneur Talkshow : Chatbot the future digital

  • Community UKM Kewirausahaan
  • Date 16 October 2018
  • location
Produktif Menghasilkan Paper Internasional Terindeks Scopus

Produktif Menghasilkan Paper Internasional Terinde

  • Community Dosen Perguruan Tinggi di Indonesia
  • Date 02 November 2018
  • location
Pengenalan Mengenai Computer Science

Pengenalan Mengenai Computer Science

  • Community Orang tua Calon Mahasiswa
  • Date 16 December 2018
  • location
Pengenalan Mengenai Computer Science

Pengenalan Mengenai Computer Science

  • Community Orang tua Calon Mahasiswa
  • Date 16 December 2018
  • location
Computer Science - Mengenal Lebih Dekat

Computer Science - Mengenal Lebih Dekat

  • Community Orang tua Calon Mahasiswa
  • Date 17 March 2019
  • location
Memahami Keilmuan Teknik Informatika

Memahami Keilmuan Teknik Informatika

  • Community Orang tua Calon Mahasiswa
  • Date 14 April 2019
  • location
basic Python

bekerja menggunakan python dan pandas

  • Community FGA Machine Learning
  • Date 11 July 2019
  • location
basic Python

dasar-dasar pemprograman dengan python 1

  • Community FGA Machine Learning
  • Date 11 July 2019
  • location
Algoritma Machine Learning (Clustering)

Pengantar Clustering, K-Means" , & Hierarchial Clustering

  • Community FGA Machine Learning
  • Date 19 July 2019
  • location
neural network

recap logistic regresion dan persamaan garis linier

  • Community FGA Machine Learning
  • Date 25 July 2019
  • location
neural network

praktik implementasi perceptron sederhana dan perceptron untuk logic gate

  • Community FGA Machine Learning
  • Date 25 July 2019
  • location
neural network

back propagation and overfitting VS underfitting

  • Community FGA Machine Learning
  • Date 26 July 2019
  • location
neural network

cross entropy and gradient descent

  • Community FGA Machine Learning
  • Date 26 July 2019
  • location
pengantar deep learning (model-model)

pengenalan struktur deep learning, CNN, RNN, RBM

  • Community FGA Machine Learning
  • Date 29 July 2019
  • location
pengantar deep learning (model-model)

permasalahan fundamental network

  • Community FGA Machine Learning
  • Date 29 July 2019
  • location
Mengenal Perkembangan Ilmu Komputer

Mengenal Perkembangan Ilmu Komputer

  • Community Siswa/i SMA
  • Date 22 September 2019
  • location
Mengenal apa itu Artificial Intelligence

Mengenal apa itu Artificial Intelligence

  • Community Mahasiswa
  • Date 03 October 2019
  • location
Pemahaman Lanjutan dari Artificial Intelligence

Pemahaman Lanjutan dari Artificial Intelligence

  • Community Mahasiswa
  • Date 04 October 2019
  • location
Industry 4.0 persepective based on Indonesian Life

online ojek application

  • Community mahasiswa International Office
  • Date 27 November 2019
  • location
Industry 4.0 persepective project presentation

Industry 4.0 persepective based on Indonesian Life

  • Community mahasiswa International Office
  • Date 29 November 2019
  • location
Artificial Intelligence (AI) for Teaching Purposes
29 February 2024
Unveiling AI's Power & Ethics
30 October 2023
Unveiling AI's Power & Ethics
24 October 2023
Teaching Strategy for Students with Special Educational Needs (Mental Psychosocial)
12 September 2023
Teaching Strategy for Students with Special Educational Needs (Mental Psychosocial)
07 September 2023
[FDP] Faculty Development Program - Batch 2
13 July 2023
HEPI Workshop - Incorporating Teamwork into an Applied Learning Classroom
19 January 2023
BINUS Talent Management Development Program Class od 2022
02 December 2022
Escalating Our Strategic Impact on Organization Performance
20 October 2022
Finding and Applying International Research Grant
22 September 2022
Finding and Applying International Research Grant
06 September 2022
[FDP] Faculty Development Program
23 August 2022
Student Wellbeing Post Covid-19: How students adjust back effectively from online to physical studies
10 August 2022
Student Wellbeing Post Covid-19: How students adjust back effectively from online to physical studies
30 July 2022
Academic Leadership Development Program
12 July 2022
Communicating with Influence: Effective Communication for a Better Business Result
15 June 2022
Level Up Program: Becoming an Effective Facilitator
13 April 2022
Penjaminan Mutu Program Studi
13 April 2022
Professional English Mastery FDP
08 April 2022
Becoming a Visionary Leader
23 March 2022
Sustaining Competitive Advantages in The Digital Age
23 March 2022
Boosting Organization's Culture for a Sustained Competitive Advantage
08 March 2022
People Management
10 November 2021
Investing 101
10 November 2021
Modeling the Future Challenge
09 November 2021
Create A Better Atmosphere
16 October 2021
Managing & Maximizing Unit Performance
24 September 2021
The A Team 102
14 September 2021
[FDP] Faculty Development Program
04 September 2021
Be Up Program 2021
31 August 2021
BINUS University Lustrum, 40 Contributing Researches Online Sharing Sessions
18 August 2021
Multi-Channel Learning Classroom Management & Delivery
09 August 2021
Sosialisasi BINUSMAYA 7
29 June 2021
BINUS University Lustrum, 40 Contributing Researches Online Sharing Sessions
22 June 2021
Machine Learning & Deep Learning
25 November 2020
Machine Learning & Deep Learning
16 November 2020
Virtual Reality: Visualization with Virtual Engine
03 November 2020
[FDP] Faculty Development Program - Batch 2
17 September 2020
Communicating with Influence: Effective Communication for a Better Business Result
19 February 2020
Kiat Optimasi Hibah dan Publikasi Penelitian
30 January 2020
Unveiling AI's Power & Ethics
24 October 2023
FDP Batch 4
04 September 2021
[FDP] Faculty Development Program
04 September 2021
[FDP] Faculty Development Program - Batch 2
17 September 2020