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Journal : Bulletin of Information Technology (BIT)

Implementasi Algoritma Naïve Bayes Dalam Menganalisis Jumlah Live Stream VTuber Skem Aulia, Ananda; Tanjung, Miftah Rusydi; Iqbal, Muhammad; Wijaya, Rian Farta
Bulletin of Information Technology (BIT) Vol 4 No 4: Desember 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v4i4.899

Abstract

YouTube is evidence of the development of leading digital technology in the media and entertainment sector. YouTuber is a term for those who create content or broadcast live on YouTube media. Not all YouTubers are able to express themselves directly in the content they create. For this reason, Virtual YouTubers were created, which are 2-dimensional or 3-dimensional virtual characters created using computer software to make it easier for YouTubers to interact with viewers. This research aims to analyze the live broadcasts of VTuber HoloH3ro, namely Kaela Kovalskia, Vestia Zeta, and Kobo Kanaeru, which contain schemes during the live streaming. With a large amount of data for each live stream time, a Naïve Bayes algorithm is needed through the use of range and frequency features, so accuracy results will be obtained which will be tested using the Confusion Matrix. The dataset used was taken from the kaggle.com site regarding the scheme live stream schedule conducted by HoloH3ro.
Analisis Metode Certainty Factor Pada Sistem Pakar Diagnosa Kerusakan Sepeda Motor Zalukhu, Anzas Ibezato; Irwan Syahputra; Suhardiansyah; Iqbal, Muhammad; Wijaya, Rian Farta
Bulletin of Information Technology (BIT) Vol 4 No 4: Desember 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bit.v4i4.1083

Abstract

Motorcycles are a predominant mode of transportation in Indonesian society, comprising 84.5% of the total transportation vehicles in 2021 according to national BPS data. Despite providing convenience in mobility, motorcycles are susceptible to disturbances or damages that can hinder normal usage and potentially lead to accidents. Many motorcycle riders lack knowledge or awareness regarding potential issues with their motorcycles. This research aims to analyze the implementation of the certainty factor method in an expert system for identifying motorcycle malfunctions, with a focus on Giska Servis workshop. The certainty factor method serves as a reasoning tool to determine identification outcomes based on identified symptoms. The results of this study are expected to contribute to facilitating motorcycle riders in diagnosing symptoms of malfunctions in their vehicles. The certainty factor method offers a systematic and structured approach to identifying motorcycle issues. Through the implementation of this method, the research attempts to measure the success rate of the expert system in diagnosing malfunctions. Data from the identification results at Giska Servis workshop will be comprehensively analyzed to evaluate the accuracy and effectiveness of the certainty factor method in this context.By highlighting the success of this method, this research is expected to provide valuable insights for the development of expert systems for motorcycle issue identification. The findings of this study can serve as a guide for workshops and motorcycle users to enhance understanding and management of vehicle issues, thereby minimizing the potential for accidents and extending the lifespan of motorcycles.
Co-Authors Aldi Alvin Andi Ernawati Anshari, Ari Aprianto, Miko Dwi Ardya, Dwika As'ary, Muhammad Hasyim Audry, Beby Aulia, Ananda Azhari, M. Idrus azwan, m Batubara, Supina Darmeli Nasution Deski Helsa Pane Dhany, Hanna Willa Diva, Krisna Dobberd, Stevany Veronica Dwi Anggraini Eka Putra Eko Budianto EKO WAHYUDI Erika, Winda Fahmi Kurniawan Fitri, Rahmadhani Florencia, Joice Handayani, Sri Harahap, Sutan Putra Nauli Hardinata, Rio Septian Helmy, Ahmad Hermansyah Hermansyah Hrp, Abdul Chaidir Hutasuhut, Pasya Fahira Ibnutama, Khairi Irwan Syahputra Irwan Syahputra, Irwan Iswan, Mochammad Iwan Purnama Iwan Purnama Jabar, Ami Abdul Joefitra Zaqy, Muhammad Khairul Khairul , Khairul Khairul Khairul, Khairul Lubis, Darma Putra M. Syaifuddin, M. Malau, Sebastian Veron Marsya, Alviona Mentari, Siti Mhd Gilang Suryanata Muhammad Syahputra Novelan Muhammad Wahyudi Nainggolan, Irfan Nasution, Adhaini zahra Ningrum, Dwi Sekar Pratama, Wiko Pratiwi, Daratika Putra, Agil Dwi Putra, Randi Rian Rahayu Mayang Sari, Rahayu Mayang Ramadhani, Aldy Rio Septian Hardinata Robi Krisna Rudi Hermawan Saputra, Risfan Nazar Saragih, Juliyandri Septian, Muhammad Sigalingging, Deka S. N. Sihombing, Ferdy Christofel Sinaga, Santi Anggryani Siregar, Andree Risky Yuliansyah Siregar, Andree Rizky Yuliansyah Sitepu, Andri Ismail Siti Anisah Sitorus, Zulham Sofyan, Siti Nurhaliza Sri Wahyuni Sugeng Santoso Suhardiansyah Sukrianto, Sukrianto Sutiono, Sulis Syahputra, Zulfahmi Syamsiar, Syamsiar Tanjung, Miftah Rusydi Taro, Zuraidah Tasril, Virdyra Tumangger, Oktavia Utami, Rahayu Dwi Utomo, Rahmad Budi Wulandari, Heni Zai, Yulianus Zalukhu, Anzas Ibezato Zulfahmi Syahputra