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Febrianti, Amanda
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Computer Science & IT Economics, Econometrics & Finance Health Professions Law, Crime, Criminology & Criminal Justice Nursing Public Health

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ANALISIS PEMODELAN TOPIK ULASAN APLIKASI ACCESS BY KAI PADA GOOGLE PLAY STORE MENGGUNAKAN LATENT DIRICHLET ALLOCATION Febrianti, Amanda; Purnamasari, Intan; Maulana, Iqbal
SYNTAX Jurnal Informatika Vol 13 No 01 (2024): Mei 2024
Publisher : Universitas Singaperbangsa Karawang

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PT Kereta Api Indonesia (KAI) has released a ticket booking application named Access by KAI, which has been downloaded over 10 million times and has received more than 187,000 reviews on Google Playstore. However, with the vast amount of review data for the Access by KAI application, it is still challenging to understand the aspects that need improvement. In this case, topic modeling is necessary to classify the reviews. The aim of this research is to apply the Latent Dirichlet Allocation (LDA) method to model topics of user reviews of the Access by KAI application on Google Playstore and to present recommendations derived from the data dictionary or bag-of-words through a fishbone diagram. This research uses the lifecycle of the data mining methodology, which consists of the stages of problem definition, selecting text data mining approach, data collecting, text standardization, text processing, feature extraction, analysis, and discovery. The results of this research identified a total of 7 topics with a coherence score of 0.40279302. The conclusions from each topic are as follows: Topic 1 discusses application updates, available versions, interface, and the relationship with stations and cities. Topic 2 involves users complaining about decreased application performance after updates. Topic 3 covers the use of the Access by KAI application to book train tickets, highlighting the app version, user experience, and app quality ranging from good to cumbersome. Topic 4 reports user difficulties in accessing, particularly issues with login and payment after app updates. Topic 5 focuses on login difficulties, slow app performance, and issues in the ticket booking and payment process. Topic 6 reflects user disappointment regarding performance decline in speed and login difficulties after updates. Topic 7 addresses user complaints about difficulties in purchasing train tickets through the KAI app following updates or upgrades.
Pemberian Edukasi Perilaku Hidup Bersih dan Sehat di Desa Gunung Menang Kecamatan Penukal Kabupaten Penukal Abab Lematang Ilir Arsi, Ranida; Eem MS, Putri Ayu; Nabilah, Verdia; Holifah, Holifah; Khayyirah, Siti Hana; Yusnita, Ernima; Sapitri, Amalia Aini; Fitri, Anisa; Febrianti, Amanda; Akino, Gerry; Alfarabi, M Ridho; Sholehah, Siti; Nurfala, Nina; Susanto, Melati Rias; Ekawati, Sri; Maryana, Risna; Zuliana, Putri
JURNAL PENGABDIAN KADER BANGSA Vol 1 No 2 (2025): Jurnal Pengabdian Kader Bangsa
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat Universitas Kader Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54816/jpkb.v2i1.904

Abstract

Clean and Healthy Living Behavior (PHBS) is the embodiment of a health-oriented lifestyle within the culture of people, families, and communities, with the objective of enhancing, preserving, and safeguarding their physical, mental, spiritual, and social well-being. Gunung Menang Village confronts issues pertaining to environmental hygiene and the effects of both environmental and personal sanitation. This research seeks to analyze the many educational initiatives implemented to mitigate these issues in this town. This research employs a health education approach including counseling and collaborative activities. The study's results demonstrate that education including the roles of families and communities significantly enhances knowledge about the necessity of health and hygiene maintenance. This research advocates for a better organized and collaborative educational program among schools and communities in Gunung Menang Village
Co-Authors Akino, Gerry Alfarabi, M Ridho Eem MS, Putri Ayu Fitri, Anisa Holifah, Holifah Intan Purnamasari Iqbal Maulana Khayyirah, Siti Hana Maryana, Risna Nabilah, Verdia Nurfala, Nina RANIDA ARSI Sapitri, Amalia Aini SITI SHOLEHAH, SITI Sri Ekawati Susanto, Melati Rias Yusnita, Ernima Zuliana, Putri