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Journal : Almantiq

IMPLEMENTASI NAÏVE BAYES CLASSIFIER UNTUK ANALISIS SENTIMEN APLIKASI PINJAMAN ONLINE PADA MEDIA SOSIAL TWITTER Azzahra, Shinta May Khoiria; Santi, Nirma Ceisa; Wahyudi, Sunu
Multidisciplinary Applications of Quantum Information Science (Al-Mantiq) Vol. 4 No. 2 (2024): Multidisciplinary Applications of Quantum Information Science (Al-Mantiq)
Publisher : Al-Mantiq

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32665/almantiq.v4i2.3287

Abstract

Sistem analisis sentimen adalah sistem yang digunakan untuk melakukan proses analisis otomatis pada tweet aplikasi pinjaman online berbahasa Indonesia untuk mendapatkan informasi termasuk informasi sentimen yang menjadi bagian dari tweet tersebut. Data tersebut diklasifikasikan dengan menggunakan Naive Bayes. Sistem analisis sentimen dibagi menjadi 5 (lima) tahap, yaitu scraping, pre-processing, pembobotan kata, pembangunan model dan klasifikasi sentimen. Metode TF-IDF (Term Frequency - Inverse Document Frequency) digunakan untuk pembobotan kata. Data yang ada akan diklasifikasikan menjadi 2 (dua) kelas positif dan negatif. Hasil pengujian dengan 500 data dari tweet aplikasi Kredivo menunjukkan bahwa pada pengujian 2 kelas (negatif dan positif) didapatkan hasil terbaik pada 90% data latih dan 10% data uji dengan nilai akurasi sebesar 91,12%.
Penerapan Framework Scrum Dalam Perancangan Sistem Pengelolaan Member Sport44 Gym Waralungli, Julang; Santi, Nirma Ceisa
Multidisciplinary Applications of Quantum Information Science (Al-Mantiq) Vol. 5 No. 2 (2025): Multidisciplinary Applications of Quantum Information Science (Al-Mantiq)
Publisher : Al-Mantiq

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32665/almantiq.v5i2.5272

Abstract

This research discusses the design of a digital-based member management system using the Scrum framework at Sport44 Gym, a fitness center located in Bojonegoro. The problem arises from the manual management of member data, class schedules, financial transactions, and supplement sales, which often leads to inefficiencies and data errors. This study aims to provide an integrated and interactive solution through a system that supports online registration, membership renewal, schedule access, payments, and supplement purchases via mobile and web platforms. Using the Scrum method, development was carried out in several sprints, with continuous User feedback and improvements at each stage. The tools used in system design included UML, Figma for UI/UX design, and Useberry for usability testing. The final result is a functional prototype that enhances User experience and supports better operational efficiency at Sport44 Gym.
Perancangan Desain User Interface Pada Sistem Registrasi Pasien Di Rumah Sakit Graha Husada Putri, Siti Yuliana; santi, nirma ceisa; Rokhim, Auliyaur
Multidisciplinary Applications of Quantum Information Science (Al-Mantiq) Vol. 5 No. 1 (2025): Multidisciplinary Applications of Quantum Information Science (Al-Mantiq)
Publisher : Al-Mantiq

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32665/almantiq.v5i1.5526

Abstract

Technology is currently a tool for society, especially in public services, one of these public services is in the health sector. In the health sector, several health services such as clinics, hospitals and other health facilities have implemented technology to support their operational activities. Currently, many hospitals use computer-based systems to identify patients. One of them is a registration information system that makes services more efficient and effective. This research aims to design a user interface for a website-based patient registration system using the Design Thinking method. The result of this research is a prototype design. The second stage above is applied to the prototype stage which is used as an example of the Ul display for the hospital patient registration application that will be developed. Based on Usability Testing using Google from and distributing online questionnaires. Of the 11 respondents testing the admin and user sections, the results from the respondents were 90%, These results indicate that almost all users are satisfied with the prototype design and the results of these respondents state that the patient registration website prototype is easy to use.
Penerapan Metode Naïve Bayes pada Sistem Seleksi Penerima Bantuan Bedah Rumah Prastianti, Erlinda Nofa; Santi, Nirma Ceisa
Multidisciplinary Applications of Quantum Information Science (Al-Mantiq) Vol. 3 No. 2 (2023): Multidisciplinary Applications of Quantum Information Science (Al-Mantiq)
Publisher : Al-Mantiq

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32665/almantiq.v2i2.2005

Abstract

Home renovation is a succor given by the government for poor people to relieve their economics burden. Of CV Garuda Metta Consultant have team work there are with Dinas Cipta Karya and Dinas Bina Marga In Tambakrejo, Bojonegoro City, there is succor that coming from the region and the institution itself. The succor can be obtained if the candidates are suitable with the requirements and the criteria, such as land floor, bamboo wall, and unsafe roof condition. In addition, the criteria also specified on family income, land area of the house, and number of families. To select the candidates who get a chance of house renovation. This study will make a decision support system to help the get of home renovation receivers by the government in Sambirejo that using Naïve Bayes method. The purpose of this research is to provide suggestion for the priority of receivers of home renovation and to help the selectors in order that the receivers of home renovation in the Tambakrejo, Bojonegoro City in line with the target. This result of this research is a decision support system for the determination of the home renovation recipients based on defined criteria.