Search Results - "Setiawan, Erwin"
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1
A Scalable Design of a Full-Stack Real-Time OFDM Baseband Processor for Network-Enabled VLC Systems
Published in IEEE access (2024)“…Visible Light Communication (VLC) system, a wireless system that utilizing the visible light spectrum to transmit data has been considered to become a…”
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Journal Article -
2
DEEP LEARNING IMPLEMENTATION FOR EMPLOYEE ATTENDANCE SYSTEM IN UNIVERSITAS PERTAMINA
Published in Simetris (Online) (31-10-2021)“…Attendance recording with RFID tags scan, make human resource (HR) staff’s task more effective and efficient because it is saving time and effort in performing…”
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Journal Article -
3
Performance of Deep Feed-Forward Neural Network Algorithm Based on Content-Based Filtering Approach
Published in Intensif (Online) (31-08-2024)“…Background: Selecting a restaurant in a diverse city like Bandung can be challenging. This study leverages Twitter data and local restaurant information to…”
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Journal Article -
4
Evaluasi Tata Kelola TI Menggunakan Framework COBIT 2019 pada PT. Pundi Mas Berjaya (Jova Software) Medan
Published in Techno. Com (23-08-2024)“…Penelitian ini menggunakan COBIT 2019 sebagai kerangka kerja untuk mengevaluasi tata kelola TI pada PT. Pundi Mas Berjaya (Jova Software) Medan. Penelitian ini…”
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Journal Article -
5
Naïve Bayes-Support Vector Machine Combined BERT to Classified Big Five Personality on Twitter
Published in Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) (Online) (30-12-2022)“…Twitter is one of the most popular social media used to interact online. Through Twitter, a person's personality can be determined based on that person's…”
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Journal Article -
6
Peran Interaktivitas dalam Penggunaan E-learning: Perluasan Model UTAUT
Published in Jurnal teknologi informasi dan ilmu komputer (Online) (28-02-2023)“…Perubahan proses belajar mengajar menjadi daring dilaksanakan oleh STMIK Mikroskil untuk mematuhi kebijakan yang dibuat Menteri Pendidikan dan Kebudayaan dalam…”
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Journal Article -
7
Aspect-Bas1ed Sentiment Analysis on Twitter Using Logistic Regression with FastText Feature Expansion
Published in Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) (Online) (02-11-2022)“…Social media has recently been widely used by users, especially Indonesians, as a place to express themselves in sentences, pictures, sounds, or videos…”
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Journal Article -
8
Implementation of Ensemble Methods on Classification of CDK2 Inhibitor as Anti-Cancer Agent
Published in IJCCS (Indonesian Journal of Computing and Cybernetics Systems) (23-02-2023)“…Cancer is known as the second leading cause of death worldwide. About 7-10 million cases of death by cancer occur every year. The recent treatment to heal the…”
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Journal Article -
9
Semantic Approach for Big Five Personality Prediction on Twitter
Published in Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) (Online) (20-08-2021)“…Personality provides a deep insight of someone and has an important part in someone’s job performance. Predicting personality through social media has been…”
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Journal Article -
10
Electronic Document Management Using Inverted Files System
Published in EPJ Web of conferences (01-01-2014)“…The amount of documents increases so fast. Those documents exist not only in a paper based but also in an electronic based. It can be seen from the data sample…”
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Journal Article -
11
Feature Expansion with Word2Vec for Topic Classification with Gradient Boosted Decision Tree on Twitter
Published in 2022 International Conference on Data Science and Its Applications (ICoDSA) (06-07-2022)“…Online Social Networks have an essential role as a source of information, especially during an emergency. One of them is Twitter, a service that allows users…”
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Conference Proceeding -
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PERBANDINGAN DAYA ANTARA LAMPU BIASA DENGAN LAMPU TERJADWAL OTOMATIS DI GEDUNG GRIYA LEGITA UNIVERSITAS PERTAMINA
Published in Simetris (Online) (29-04-2019)“…Pada artikel ini akan dibahas analisis perbandingan konsumsi listrik dari penggunaan lampu secara manual dan lampu secara terjadwal otomatis. Penggunaan lampu…”
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Journal Article -
13
Performance of Deep Feed-Forward Neural Network Algorithm Based on Content-Based Filtering Approach
Published in Intensif (Online) (31-08-2024)“…Background: Selecting a restaurant in a diverse city like Bandung can be challenging. This study leverages Twitter data and local restaurant information to…”
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Journal Article -
14
Fake News (Hoax) Detection on Social Media Using Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) Methods
Published in 2023 11th International Conference on Information and Communication Technology (ICoICT) (23-08-2023)“…Information can be found and shared through social media effectively and quickly. One of the most widely used social media is Twitter. Any information shared…”
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Conference Proceeding -
15
Hate Speech Detection using CNN and BiGRU with Attention Mechanism on Twitter
Published in 2023 IEEE International Conference on Communication, Networks and Satellite (COMNETSAT) (23-11-2023)“…Indonesia is the country that leads the most use of social media in Asia. Twitter is one of the most popular social media platforms in Indonesia. Twitter is a…”
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Conference Proceeding -
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Hoax Identification On Social Media Using Recurrent Neural Network (RNN) And Long Short-term Memory (LSTM) Methods
Published in 2023 11th International Conference on Information and Communication Technology (ICoICT) (23-08-2023)“…Technological developments support the rapid spread of hoaxes on social media. Information dissemination needs to be identified as hoaxes to prove that not all…”
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Conference Proceeding -
17
Hoax Detection on Social Media with Convolutional Neural Network (CNN) and Support Vector Machine (SVM)
Published in 2023 11th International Conference on Information and Communication Technology (ICoICT) (23-08-2023)“…Hoax news has long been a problem for society that is quite worrying because receiving hoax news can change a person's point of view to something that is not…”
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Conference Proceeding -
18
The Influence of Sentiment on the Movement of Bank BCA (BBCA) Shares with the CNN-GRU Classification Model and Feature Expansion with GloVe
Published in 2023 International Conference on Data Science and Its Applications (ICoDSA) (09-08-2023)“…This study examines the influence of sentiment on the movement of Bank BCA (BBCA) shares using a Convolutional Neural Network-Gated Recurrent Unit (CNNGRU)…”
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Conference Proceeding -
19
Aspect Based Sentiment Analysis Using Recurrent Neural Networks (RNN) on Social Media Twitter
Published in 2023 International Conference on Data Science and Its Applications (ICoDSA) (09-08-2023)“…One of the social media platforms that has seen the most success in Indonesia is Twitter. Because of the enormous number of users and the intensity with which…”
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Conference Proceeding -
20
Collaborative Filtering Recommender System Based on Memory Based in Twitter Using Decision Tree Learning Classification (Case Study: Movie on Netflix)
Published in 2022 International Conference on Advanced Creative Networks and Intelligent Systems (ICACNIS) (23-11-2022)“…In this modern era, watching movie becomes the activity that most people like to do. Netflix is one of the platforms that provides an easily accessible movie…”
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Conference Proceeding