Automatic Question Generation untuk Meningkatkan Kualitas Pembelajaran dengan Model berbasis Transformer

• Propose Year 2023
• Budget Year 2023
• Funding Company BINUS
• Researcher(s) Dr. Fredy Purnomo, S.Kom., M.Kom.Melania Wiannastiti, S.Pd., M.Pd.Dr. Ir. Derwin Suhartono, S.Kom., MTI

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Pengembangan Teknik Augmentasi Kontekstual untuk Pendeteksi Kalimat Sarkasme di Media Sosial

• Propose Year 2022
• Budget Year 2022
• Funding Company BINUS
• Researcher(s) Dr. Ir. Derwin Suhartono, S.Kom., MTICriscentia Jessica Setiadi, S.S., M.A.Hidayaturrahman, S.Kom., M.T.

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SMAPHA: Sistem Cerdas Pemetaan Tingkat Kesehatan Masyarakat berbasis Artificial Intelligence

• Propose Year 2022
• Budget Year 2022
• Funding Company DIKTI
• Researcher(s) Santy, S.Kom., M.Sc., PSM IIr. Andry Chowanda, S.Kom., MM, Ph.D., MBCS, CCP, CME, IPM, SMIEEEDr. Ir. Derwin Suhartono, S.Kom., MTIJeklin Harefa, S.Kom., M.TI.Ivan Halim Parmonangan, S.Kom., M.Eng.Kartika Purwandari, S.Kom., M.Sc.

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

• Propose Year 2021
• Budget Year 2021
• Funding Company BINUS
• Researcher(s) Dr. Ir. Derwin Suhartono, S.Kom., MTIDr. Ro'fah Nur Rachmawati, S.Si., M.SiDr. Anita Rahayu, S.Si., M.Si.

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

• Propose Year 2020
• Budget Year 2021
• Funding Company DIKTI
• Researcher(s) Jurike V. Moniaga, S.Kom., M.T.Santy, S.Kom., M.Sc., PSM IDr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.Ir. Andry Chowanda, S.Kom., MM, Ph.D., MBCS, CCP, CME, IPM, SMIEEEDr. Ir. Alexander Agung Santoso Gunawan, S.Si., M.T., M.Sc., IPM, CIRR, CSADr. Ir. Derwin Suhartono, S.Kom., MTI

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

• Propose Year 2018
• Budget Year 2018
• Funding Company BINUS
• Researcher(s) Dr. Fredy Purnomo, S.Kom., M.Kom.Dr. Ir. Derwin Suhartono, S.Kom., MTI

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IMPLEMENTASI LONG SHORT-TERM MEMORY UNTUK ARGUMENTATION MINING

• Propose Year 2017
• Budget Year 2017
• Funding Company BINUS
• Researcher(s) Dr. Ir. Derwin Suhartono, S.Kom., MTIMuhsin Shodiq, S.Kom., M.Sc.

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Algoritma Deep Learning untuk Deteksi dan Klasifikasi Komponen Argumen pada Esai

• Propose Year 2016
• Budget Year 2017
• Funding Company DIKTI
• Researcher(s) Dr. Ir. Derwin Suhartono, S.Kom., MTI

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Pengembangan Teknik Pengenalan Kepribadian Manusia Melalui Teks Berbahasa Indonesia

• Propose Year 2016
• Budget Year 2017
• Funding Company DIKTI
• Researcher(s) Yen Lina Prasetio, S.Kom., M.Comp.Sc.Dr. Ir. Derwin Suhartono, S.Kom., MTIRini Wongso, S.Kom., M.T.I

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Kategorisasi Dokumen Berita Teks Berbahasa Indonesia dengan Menggunakan Lexical Feature

• Propose Year 2016
• Budget Year 2016
• Funding Company BINUS
• Researcher(s) Dr. Ir. Derwin Suhartono, S.Kom., MTIRini Wongso, S.Kom., M.T.I

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Psychological Stress Detection Using Transformer-Based Models

• Academic Year 2023
• Media Holder ComTech
• Media Publisher BINUS University
• author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTIIrfan Fahmi SaputraAndhika Rizki PratamaGabriel Nathaniel

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Analyzing the Effects of Combining Gradient Conflict Mitigation Methods in Multi-Task Learning

• Academic Year 2023
• Media Holder CommIT
• Media Publisher Binus University
• author(s) Richard AlisonWelly JonathanDr. Ir. Derwin Suhartono, S.Kom., MTI

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Measuring the Quality of Semantic Data Augmentation for Sarcasm Detection

• Academic Year 2022
• Media Holder International Journal of Intelligent Engineering and Systems
• Media Publisher
• author(s) Alif Tri Handoyo, S.T., M.Kom.Dr. Ir. Derwin Suhartono, S.Kom., MTIHidayaturrahman, S.Kom., M.T.

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

• Academic Year 2022
• Media Holder 2023 3rd International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies-ICAECT
• Media Publisher
• author(s) Dr. Ir. Edy Irwansyah, S.T., M.Si., IPM, ASEAN Eng.Dr. Ir. Derwin Suhartono, S.Kom., MTI

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Offensive Language Detection using Soft Voting Ensemble Model

• Academic Year 2022
• Media Holder Mendel
• Media Publisher
• author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTI

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

• Academic Year 2022
• Media Holder ICIC Express Letters, Part B: Applications
• Media Publisher ICIC International
• author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTIYaquut Al Arsy Ilahi Rifai

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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

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Classifying Argument Component using Deep Learning on English Dataset

• Academic Year 2022
• Media Holder Informatica (Slovenia)
• Media Publisher -
• author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTIWilliam Gunawan

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

• Academic Year 2022
• Media Holder International Journal of Intelligent Systems and Applications in Engineering
• Media Publisher
• author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTI

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

• Academic Year 2022
• Media Holder CommIT (Communication and Information Technology) Journal
• Media Publisher
• author(s) Dr. Ir. Derwin Suhartono, S.Kom., MTI

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AI for Education

• Community Komunitas Marketing Binus Univ*
• Date 07 June 2024
• location Workshop AI SMAK St Louis 1 Surabaya

AI for Education

• Community Komunitas Marketing Binus Univ*
• Date 05 June 2024
• location Workshop AI SMAK St Louis 1 Surabaya

Workshop for Teachers

• Community guru SMU
• Date 06 June 2024
• location SMA Katolik St. Louis 1 Surabaya

Generative AI

• Community Masyarakat Umum
• Date 23 March 2024
• location https://binus.zoom.us/j/93633088986

Bagaimana Peran TI dalam Peningkatan Profitabilitas Bisnis?

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

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

• Community Masyarakat Umum
• Date 22 November 2023
• location tribun news

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

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

Perkembangan, Peluang, dan Masa Depan

• Community Masyarakat Umum
• Date 15 January 2023
• location Zoom Online

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

• Community Masyarakat Umum
• Date 07 August 2022
• location SD An Nahl, Cileungsi, Bogor

Peluang Karir di Bidang Informatika

• Community Masyarakat Umum
• Date 13 February 2022
• location Zoom Online

Robotics Pets untuk Mencegah Demensia

• Community Panti Jompo Sasana Tresna wherda Caritas
• Date 11 February 2022
• location Zoom Online

-

• Community Masyarakat Umum
• Date 08 September 2021
• location Google Meet

Computer Science and Its Opportunities

• Community Masyarakat Umum
• Date 05 September 2021
• location Zoom Online

-

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

Preparing Future: "Is our dream our passion?"

• Community *After School Academy (ASA)
• Date 09 June 2021
• location zoom

Pengembangan aplikasi Face Mask dan Temperature Detector untuk BINUS University

• Community Masyarakat Umum
• Date 28 February 2021
• location Media Online

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

• Community Masyarakat Umum
• Date 16 October 2020
• location Online (https://binus.zoom.us/j/95616375476 )

Seminar - Empower your Business with Machine Learning

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

Vlookup, Hlookup, index, create grafik, edit grafik

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

Training Pengenalan Photoshop

• Community Masyarakat Umum
• Date 12 April 2014
• location

Pengenalan Computer Science

• Community Orang tua Calon Mahasiswa
• Date 23 April 2017
• location

Mengenal lebih dekat ilmu komputer

• Community Siswa/i SMA
• Date 26 November 2017
• location

Pengenalan Computer Science

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

Pengenalan Computer Science

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

Entrepreneur Talkshow : Chatbot the future digital

• Community UKM Kewirausahaan
• Date 16 October 2018
• location

Produktif Menghasilkan Paper Internasional Terinde

• Community Dosen Perguruan Tinggi di Indonesia
• Date 02 November 2018
• location

Pengenalan Mengenai Computer Science

• Community Orang tua Calon Mahasiswa
• Date 16 December 2018
• location

Pengenalan Mengenai Computer Science

• Community Orang tua Calon Mahasiswa
• Date 16 December 2018
• location

Computer Science - Mengenal Lebih Dekat

• Community Orang tua Calon Mahasiswa
• Date 17 March 2019
• location

Memahami Keilmuan Teknik Informatika

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

bekerja menggunakan python dan pandas

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

dasar-dasar pemprograman dengan python 1

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

Pengantar Clustering, K-Means" , & Hierarchial Clustering

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

recap logistic regresion dan persamaan garis linier

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

praktik implementasi perceptron sederhana dan perceptron untuk logic gate

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

back propagation and overfitting VS underfitting

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

cross entropy and gradient descent

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

pengenalan struktur deep learning, CNN, RNN, RBM

• Community FGA Machine Learning
• Date 29 July 2019
• location

permasalahan fundamental network

• Community FGA Machine Learning
• Date 29 July 2019
• location

Mengenal Perkembangan Ilmu Komputer

• Community Siswa/i SMA
• Date 22 September 2019
• location

Mengenal apa itu Artificial Intelligence

• Community Mahasiswa
• Date 03 October 2019
• location

Pemahaman Lanjutan dari Artificial Intelligence

• Community Mahasiswa
• Date 04 October 2019
• location

online ojek application

• Community mahasiswa International Office
• Date 27 November 2019
• location

Industry 4.0 persepective based on Indonesian Life

• Community mahasiswa International Office
• Date 29 November 2019
• location