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Analisis Sentimen pada Ulasan Aplikasi JakLingko Menggunakan Metode Naïve Bayes Ricardus Mba Dala Pati; Eka Kusuma Pratama; Tuslaela Tuslaela
Repeater : Publikasi Teknik Informatika dan Jaringan Vol. 3 No. 4 (2025): Oktober: Repeater : Publikasi Teknik Informatika dan Jaringan
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/repeater.v3i4.638

Abstract

JakLingko is a digital-based public transportation integration system developed to facilitate access to various transportation modes in Jakarta. Along with the increasing number of users, reviews on the JakLingko application reflect user experiences and perceptions. This study aims to analyze the sentiment of user reviews on the Google Play Store using the Naïve Bayes method. Data collection was conducted through web scraping, resulting in 3,260 reviews. The data were preprocessed, sentiment-labeled, and classified using Orange Data Mining. The research applied a quantitative experimental approach with a machine learning framework. The classification results showed that neutral sentiment dominated user reviews, followed by negative and positive sentiments. The Naïve Bayes model achieved 100% accuracy based on the confusion matrix and other evaluation metrics such as precision, recall, and F1-score. The findings highlight that Naïve Bayes can be a reliable approach for analyzing public opinion and serve as a reference for evaluating and improving digital service applications.
Efektivitas Pelatihan Power Point Untuk Meningkatkan Keterampilan Anak Didik Panti Asuhan Sakinah Setiawan, Santoso; Kadafi, Abdul Rahman; Tuslaela; Purnamasari, Indah
Jurnal Pengabdian UntukMu NegeRI Vol. 7 No. 1 (2023): Pengabdian Untuk Mu negeRI
Publisher : LPPM UMRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37859/jpumri.v7i1.4754

Abstract

Power Point training is a training designed to assist participants in mastering the skills in using presentation software, namely Microsoft Power Point. In this training, participants will learn how to create interesting and effective presentations using Power Point. The material taught in Power Point training includes how to create attractive presentation slides using images, text, graphics, tables, and other media. In addition, participants will also be taught how to present information clearly and easily understood by the audience. This training will also discuss good slide layout, the use of animation and transitions, and effective presentation techniques. Participants will learn how to create engaging and memorable presentations using these techniques. By attending Power Point training, participants will be able to improve their presentation skills and create more interesting and effective presentations. Participants will get tips and tricks from the instructor in using Power Point. Keywords: Training, Power Point, Presentation
Pelatihan Penggunaan Smartphone Secara Maksimal dan Positif Kepada Komunitas Anak Putus Sekolah di Pancoran Buntu 2 Muwahid, Ihsanurrijal; Tuslaela, Tuslaela; Ino, Yoseph Adrianus; Muhammad, Faqih; Rahmadhani, Farhan
Abditeknika Jurnal Pengabdian Masyarakat Vol. 2 No. 1 (2022): April 2022
Publisher : LPPM Universitas Bina Sarana Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31294/abditeknika.v2i1.572

Abstract

Yang menjadi titik fokus dalam hal ini adalah pendidikan anak anak putus sekolah yang sangat buruk, baik dalam moral maupun akademis khususnya dalam penggunaan smatphone yang mereka miliki yang notabene mereka gunakan hanya untuk bermain game tanpa tahu manfaat lainnya yang begitu besar. memberi pelatihan penggunaan smartphone secara masikmal dan positif kepada anak-anak putus sekolah sehingga mereka bisa menggunakan lebih bijak untuk penggunaan smartphone. Teknik pelatihan dan pendampingan yang dilakukan adalah dengan cara teori dan praktik yang dilakukan secara bersamaan. Didalam praktiknya pun anak-anak didampingi agar memastikan anak-anak dapat menerima materi sekaligus mempraktikannya di Gadget nya masing-masing, tentunya melalui dalam jaringan (online) dikarenakan kasus Covid-19 yang semakin meningkat, pelatihan diadakan dari jarak jauh. kegiatan pelatihan ini merupakan sesuatu hal yang sangat diperlukan oleh anak-anak yang tidak mampu untuk bersekolah terutama untuk mereka yang ingin menempuh pendidikan tetapi dipaksa oleh keadaan ekonomi untuk mengurungkan niat mereka. Terbukti dari hasil kegiatan ini antusias mereka untuk belajar sangat besar apalagi tentang teknologi yang mereka gunakan sehari hari yakni Gadget/Smartphone mereka. Kami berharap setelah ini akan ada banyak mahasiswa intelektual yang tergerak hatinya untuk dapat menolong anak anak tidak mampu di berbagai daerah khususnya untuk anak-anak yang putus sekolah. Karena pendidikan merupakan hal yang penting bagi para generasi penerus bangsa. The focal point in this case is the education of dropouts who are very poor, both morally and academically, especially in the use of their smartphones which in fact they use only to play games without knowing the other benefits that are so great. provide traininguse of smartphones on the maximum and positivefor school dropouts so that they can use theirmore wisely smartphones. The training and mentoring technique carried out is by way of theory and practice which are carried out simultaneously. In practice, the children are also accompanied to ensure that they can receive the material while practicing it on gadgets their respective, of course through the network (online) due to thenumber ofcases increasingCovid-19 , training is held remotely. This training activity is something that is very much needed by children who cannot afford to go to school, especially for those who want to take education but are forced by economic conditions to discourage them. It is evident from the results of this activity that their enthusiasm for learning is very large, especially about the technology they use every day, namely their Gadgets/Smartphones . We hope that after this there will be many intellectual students who are moved to be able to help underprivileged children in various areas, especially for children who have dropped out of school. Because education is important for the next generation of the nation.