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Analisis Penerapan Logika Fuzzy Pada Sistem Diagnosis Infeksi Saluran Pernapasan Akut Berbasis Android Ifriandi Labolo; Citra Yustitya Gobel; Satriadi Ali; Muhammad Isla; Ridwan Y Kulu
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 5 No. 1 (2024): Agustus 2024
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v5i1.2014

Acute respiratory tract infection is a health problem that often occurs and requires a fast and accurate diagnosis to prevent further complications. The high incidence of ARI raises the need for a more accurate and faster diagnosis system. This research aims to analyze the application of fuzzy logic in an expert system so that it can diagnose acute respiratory infections (ARI) in Android-based applications. This expert system uses a fuzzy logic method to handle uncertainty and variability in the symptoms experienced by patients. The method used in this research involves collecting symptom data from patients, which is then processed using fuzzy rules to produce a diagnosis. This system is designed to provide easy access for users via Android devices by facilitating users in entering the symptoms experienced by the patient and providing an initial diagnosis along with the level of confidence in each diagnosis given so that the patient can carry out an initial examination independently before consulting with professional medical personnel. The research results show that the application of fuzzy logic to this expert system is able to provide fairly accurate diagnosis results, seen from the Deviation results. Patients suffering from mild acute respiratory infections with a final score of 4,804. Apart from that, this system also received a positive response from users because of its ease and speed in use. This research concludes that fuzzy logic is effectively applied to expert systems for the diagnosis of respiratory tract infections and has the potential to be further developed to improve health services in the community.

Penerapan Metode Analytical Hierarchy Process Untuk Seleksi Usaha Penangkapan Ikan Komoditas Unggulan Husain, Hariati; Citra Yustitya Gobel; Misrawati Aprilyana Puspa
KLIK: Kajian Ilmiah Informatika dan Komputer Vol. 5 No. 1 (2024): Agustus 2024
Publisher : STMIK Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/klik.v5i1.2032

The superior commodity fishing business assistance program is one of the Maritime Affairs and Fisheries Service programs aimed at fishermen in the Gorontalo area. Gorontalo Province has abundant marine resources, the fisheries sector plays a vital role in the regional economy and community welfare. However, fishing businesses often face various challenges, such as fish stock fluctuations, climate change, overfishing, and environmental impacts. Therefore, selecting superior commodities in the fishing business is crucial to ensure the sustainability of marine resources and optimal economic benefits. This research aims to apply the Analytical Hierarchy Process Method in selecting superior commodity fishing businesses in Indonesia. By identifying and evaluating various relevant criteria, it is hoped that this research can provide appropriate and sustainable recommendations for stakeholders in the fisheries sector. The results of testing the application of the AHP method in determining the selection of fishermen's fishing business on behalf of the senses with the alternative Fair on the Criteria for Receiving Assistance, the Alternative Good on the Equipment Ownership Criteria, the Alternative Good on the Criteria of Operational Skills and Total Income obtained a calculation result of 0.7648 > the Size Value namely 0.60, with the conclusion that these fishermen can be accepted as recipients of fishing business assistance. Based on the research results, it can be concluded that the application of the Analytical Hierarchy Process (AHP) method for fishing business selection has proven effective in assisting complex decision making involving various criteria and sub-criteria

Analisis Upaya Pelestarian Bahasa Daerah Suku Bolango Memanfaatkan Tekologi Kamus Digital Tiga Bahasa Salma P Nua; Citra Yustitya Gobel; Santawali Santawali
Jurnal Onoma: Pendidikan, Bahasa, dan Sastra Vol. 11 No. 1 (2025)
Publisher : Universitas Cokroaminoto Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30605/onoma.v11i1.4906

Bahasa daerah merupakan bahasa etnis yang harus di lestarikan sebagai kearifan lokal yang menjadi pemersatu dalam etnis itu sendiri dan dapat menjadi ikon pariwisata daerah. Penelitian ini mengambil study kasus pada bahasa daerah suku bolango yang berlokasi di kabupaten bolaang mongondow selatan dan Daerah Tapa Gorontalo. Urgensi Penelitian ini adalah Penurunan jumlah penutur dan adanya invasi bahasa asing merupakan indikator utama tergesernya eksistensi bahasa dan sastra daerah, dimana era perkembangan media komunikasi moderen yang mengancam keberadaan dan pelestarian bahasa daerah sehingga mulai terancam punah. Tujuan Penelitian ini untuk Menganalisis Upaya Strategi Pelestarian Bahasa Daerah suku bolango dengan memanfaatkan Teknologi Informasi dalam membangun Kamus Digital tiga Bahasa yaitu Bahasa Bolango, Bahasa Indonesia, dan Bahasa Inggris. Metode Penelitian yang digunakan adalah metode Kualiatatif, dimana peneliti mencoba memahami, mengeksplorasi, dan berinteraksi dengan orang-orang yang terkait dengan fokus penelitian untuk mempelajari informasi dan data Terkait Pelestarian bahasa Bolango . Hasil perancangan kamus digital Bolango – Bahasa Indonesia – Inggris ini menjadi media penting dalam mendukung pelestarian bahasa Bolango. Kamus ini tidak hanya memfasilitasi pembelajaran dan konservasi bahasa, tetapi juga membuka jalan bagi generasi muda dan masyarakat internasional untuk mengenal dan menghargai kekayaan budaya dan bahasa lokal Bolango

Pengembangan E-Commerce Hasil Peternakan Menggunakan Metode Location Based Service Dengan Algoritma Haversine berbasis Android Gobel, Citra Yustitya; Sennung, Bahtiar; Nua, Salma P
Techno.Com Vol. 23 No. 4 (2024): November 2024
Publisher : LPPM Universitas Dian Nuswantoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/tc.v23i4.11562

Peran E-Commerce dalam mendukung Program Digital Economi sangat dibutuhkan daerah kabupaten Gorontalo untuk membantu memperkuat ekonomi lokal dengan memfasilitasi akses ke pasar yang lebih luas, Urgensi Penelitian berdasarkan study literatur dan hasil observasi mengangakat permasalahan bahwa belum ada terdapat penelitian pengembangan aplikasi e-commerce khusunya hasil peternakan menggunakan Location Based serviced dengan metode havesine sehingga Penelitian ini bertujuan untuk membangun aplikasi E-Commerce Menggunakan integrasi Metode Location Based Service dengan Algoritma Haversisne berbasis Android pada pemasaran hasil Peternakan daerah kabupaten gorontalo sehingga dapat menawarkan solusi inovatif untuk menghubungkan peternak dengan konsumen melalui platform digital. Metode ini memanfaatkan layanan berbasis lokasi untuk menentukan jarak antara penjual dan pembeli secara akurat, memungkinkan optimalisasi distribusi hasil ternak dan pengiriman yang lebih efisien. Hasil pengembangan menunjukkan bahwa LBS dan algoritma Haversine mampu memberikan efisiensi dalam pengelolaan distribusi dan pemetaan pasar lokal dengan hasil perhitungan jarak tempuh mengunakan google Maps sejauh 23,3 km, sedangkan hasil menggunakan algoritma haversine lebih cepat yaitu 12,1 km, terdapat perbedaan jaarak tempuh sekitar 11 km. Platform ini juga meningkatkan akses pasar bagi peternak lokal, memberikan peluang pemasaran yang lebih baik, serta memperkuat ekosistem perdagangan hasil ternak berbasis digital. Kata kunci: E-Commerce; Peternakan; Location base Service; Haversine; Android

Sistem Pendukung Keputusan Penentuan Stunting Di Gorontalo Menerapkan Metode Multi Attribute Utility Theory Santawali; Muhammad Isla; Citra Yustitya Gobel
JSAI (Journal Scientific and Applied Informatics) Vol 7 No 3 (2024): November
Publisher : Fakultas Teknik Universitas Muhammadiyah Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36085/jsai.v7i3.7284

Stunting is the inability to grow and develop in toddlers caused by long-term malnutrition. This research aims to build a Decision Support System for Determining the Level of Stunting Susceptibility in Toddlers by analyzing the application of the Multi Attribute Utility Theory method to health services in Gorontalo. The urgency of this research is that the prevalence of stunting in Gorontalo Province is 23.8%, which is in the high category, stunting data at the end of December 2023 amounted to 4,545 children, therefore a support system is needed to determine the comprehensive and accurate level of stunting vulnerability of toddlers. so that you get the right treatment immediately. The research method used is Research and Development (R&D), which is a process for designing and developing a system that aims to support decision making regarding the prevention or handling of stunting. The results of system testing using the Whitebox method obtained V(G) = 2 and Cyclometic Complexity (CC) = 2 results and Independent Path results were R1 and R2 which can be concluded that the logic flow for the toddler value input module carried out by the nurse was effective and efficient. Meanwhile, the results of the Normalization Matrix Calculation and Utility Values on data for eight toddlers show that there are 5 toddlers who are determined to be vulnerable to stunting and 2 toddlers who are determined to be Not Susceptible to Stunting with a utility value of 0.23, the results of the calculation and aggregation of utility values are decided based on the Vulnerable category if the utility value is > 0.5 and Not Vulnerable if the utility value is <0.5. The results of the MAUT method allow each criterion to be given weight according to its relevance and contribution to stunting conditions, resulting in a more objective and structured evaluation in assessing stunting vulnerability

Analisis Perbandingan Metode Teorema Bayes dan Certainty Factor Pada Diagnosis Gangguan Kecemasan Gobel, Citra Yustitya; Lasena, Marlin; Puspa, Misrawati Aprilyana; Utiarahman, Siti Andini
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 8, No 3 (2024): Juli 2024
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v8i3.7683

Anxiety disorders are a mental health problem that is increasing in prevalence, but the lack of public knowledge about anxiety disorders means that many people are not aware of anxiety disorders, so information technology is needed to understand symptoms and diagnosis using more relevant methods in intelligent systems. Intelligent systems are able to help in analyzing various symptoms and identifying initial diagnosis results with wider accessibility, but the problem of this research is focused on selecting the most effective method for intelligent systems as a basis for clinical data analysis, so in this research we will compare the level of accuracy of applying the method, namely Bayes' theorem and Certanty factor for the diagnosis of anxiety disorders. Bayes' Theorem is a classic statistical approach, offering a structured and measurable framework for calculating the probability of disease based on clinical evidence, while the Certainty Factor is a method for proving the certainty value of a fact in the form of a metric in an intelligent system. The aim of this research is to analyze the performance of the Bayes Theorem method and certainty factor by examining the percentage results obtained by applying the two methods. that the percentage result of the Bayes Theorem calculation method is higher, namely 84%, compared to the percentage result of the certainty factor, namely 70%, so it can be concluded that the application of Bayes' theorem is better than the certainty factor, especially in the diagnosis of people with anxiety disorders.

Efektivitas Motion graphic sebagai Media Kampanye Sosial untuk Meningkatkan Kesadaran Literasi Digital generasi muda Muhammad Isla; Gobel, Citra Yustitya; Zahrannisa, Adea
Pixel :Jurnal Ilmiah Komputer Grafis Vol. 18 No. 1 (2025): Pixel :Jurnal Ilmiah Komputer Grafis dan Ilmu Komputer
Publisher : UNIVERSITAS STEKOM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51903/pixel.v18i1.2719

The development of digital technology has driven substantial transformation in communication patterns and access to information, especially among the younger generation. However, the relatively low level of digital literacy is still a problem that requires strategic handling. This study aims to examine the effectiveness of using motion graphics a social campaign medium in increasing awareness of digital literacy among the younger generation. research methodology applied uses a quantitative approach, utilizing interview, analysis, and survey techniques. Research respondents were exposed to the campaign through motion graphic media, and their level of understanding was measured through a comparative evaluation between conditions before and after the intervention. results the study show that the use of motion graphics as a social campaign medium significantly increases the understanding and awareness of the younger generation towards digital literacy. Attractive visualization factors, concise message delivery, and a combination of audio and animation elements have been shown to strengthen the appeal and effectiveness of the campaign. These findings indicate motion graphics can be an effective communication strategy in conveying social messages, especially in digital literacy issues. Therefore, motion graphic based social campaigns can be optimized as educational tools for the younger generation in facing challenges digital era.

Analisis Upaya Pelestarian Bahasa Daerah Suku Bolango Memanfaatkan Tekologi Kamus Digital Tiga Bahasa Salma P Nua; Citra Yustitya Gobel; Santawali, Santawali
Jurnal Onoma: Pendidikan, Bahasa, dan Sastra Vol. 11 No. 1 (2025)
Publisher : Universitas Cokroaminoto Palopo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30605/onoma.v11i1.4906

Bahasa daerah merupakan bahasa etnis yang harus di lestarikan sebagai kearifan lokal yang menjadi pemersatu dalam etnis itu sendiri dan dapat menjadi ikon pariwisata daerah. Penelitian ini mengambil study kasus pada bahasa daerah suku bolango yang berlokasi di kabupaten bolaang mongondow selatan dan Daerah Tapa Gorontalo. Urgensi Penelitian ini adalah Penurunan jumlah penutur dan adanya invasi bahasa asing merupakan indikator utama tergesernya eksistensi bahasa dan sastra daerah, dimana era perkembangan media komunikasi moderen yang mengancam keberadaan dan pelestarian bahasa daerah sehingga mulai terancam punah. Tujuan Penelitian ini untuk Menganalisis Upaya Strategi Pelestarian Bahasa Daerah suku bolango dengan memanfaatkan Teknologi Informasi dalam membangun Kamus Digital tiga Bahasa yaitu Bahasa Bolango, Bahasa Indonesia, dan Bahasa Inggris. Metode Penelitian yang digunakan adalah metode Kualiatatif, dimana peneliti mencoba memahami, mengeksplorasi, dan berinteraksi dengan orang-orang yang terkait dengan fokus penelitian untuk mempelajari informasi dan data Terkait Pelestarian bahasa Bolango . Hasil perancangan kamus digital Bolango – Bahasa Indonesia – Inggris ini menjadi media penting dalam mendukung pelestarian bahasa Bolango. Kamus ini tidak hanya memfasilitasi pembelajaran dan konservasi bahasa, tetapi juga membuka jalan bagi generasi muda dan masyarakat internasional untuk mengenal dan menghargai kekayaan budaya dan bahasa lokal Bolango

Desain Aplikasi Pengadaan Benih Ikan Di Balai Benih Ikan Kabupaten Morowali Berbasis Android Gobel, Citra Yustitya; Santawal, Santawal; Mayang, Dewi Cahyani
Jurnal Teknologi Informasi Indonesia (JTII) Vol 5 No 2 (2020): Jurnal Teknologi Informasi Indonesia (November)
Publisher : JURNAL TEKNIK INFORMATIKA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30869/jtii.v5i2.645

Balai Benih Ikan (BBI) Korowalelo saat ini memiliki 14 Fasilitas kolam yang terdiri dari 6 Kolam Pematangan, 2 Bak Pemijahan, 4 Kolam Larva dan 2 Kolam Pendederan. Benih ikan yang telah dihasilkan akan dijual secara umum. Namun Informasi Pengadaan Benih Ikan di Balai Benih Ikan Kabupaten Morowali Utara ini masih kurang diketahui oleh masyarakat umum karena lokasi Balai yang berada didalam wilayah perumahan warga dan sistem penyebaran informasi Balai Benih Ikan yaitu bertanya kepada orang lain. Sehingga penulis merancang sebuah aplikasi berbasis android yang dapat memudahkan penyajian informasi kepada masyarakat umum serta mempermudah pemesanan benih ikan.Metode analisis sistem yang digunakan adalah metode waterfall dengan tahapan yaitu perancangan sistem (system engineering), interaksi intensif antar analis sistem (Requirement Analysis), desain (Design), pengkodingan (Coding), eksekusi program (Testing), pemeliharaan (Maintenance).Untuk menguji apakah aplikasi dapat berjalan dengan baik maka dilakukan pengujian white box dan black box dan dapat disimpulkan bahwa hasil perhitungan Cyclematic Complexcity (CC) sama dengan V (G) karena itu dapat disimpulkan bahwa sistem dapat berjalan secara efektif dan efisien.Implementasi sistem diterapkan pada android versi 7.0 (Nougat), versi 8.0 (Oreo), dan Versi 6.0 (Marshmallow

Usability Analysis of an Electronic Immunization Monitoring and Logistics System using PIECES and SUS Citra Yustitya Gobel; Misrawati Aprilyana Puspa; Syarifah Fitrah Ramadhani; Siti Andini Utiarahman; Sinta Suleman
SISTEMASI Vol 15, No 6 (2026): Sistemasi: Jurnal Sistem Informasi
Publisher : Universitas Islam Indragiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v15i6.6507

The Electronic Immunization Monitoring and Logistics System (SMILE) is an information system designed to support the integrated management of immunization records and healthcare logistics. The successful implementation of such a system depends not only on its functionality but also on its usability, which significantly influences user satisfaction and acceptance. This study aims to evaluate the usability of the SMILE application using the PIECES framework—covering Performance, Information, Economy, Control, Efficiency, and Service—and the System Usability Scale (SUS). A descriptive quantitative approach was employed, with data collected through observations, a literature review, and questionnaire surveys administered to 56 users of the SMILE application at the Gorontalo Provincial Health Office. The results of the PIECES analysis indicate that all evaluation dimensions achieved the "Satisfied" category, with mean scores of 3.68 for Performance, 4.28 for Information, 4.36 for Economy, 4.26 for Control, 4.25 for Efficiency, and 4.25 for Service. The usability assessment using the SUS yielded an average score of 53, which falls within the "OK" adjective rating (score range: 51–67) and the "Marginal" acceptability category. According to the SUS grading scale, this score corresponds to Grade D, indicating that the application's overall usability requires improvement. Although users expressed satisfaction with the system's performance and service quality, the findings suggest that enhancements are still needed, particularly in terms of ease of use, navigation, and overall user experience. The findings of this study provide valuable insights and practical recommendations for developers to improve the quality and usability of the SMILE application, thereby supporting more effective adoption and use in healthcare services.

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