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All Journal ILKOM Jurnal Ilmiah JURTEKSI BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer
Wenti Risma Damayanti
Universitas Amikom Purwokerto
Computer Science & IT

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Comparison of correlated algorithm accuracy Naive Bayes Classifier and Naive Bayes Classifier for heart failure classification Pungkas Subarkah; Wenti Risma Damayanti; Reza Aditya Permana
ILKOM Jurnal Ilmiah Vol 14, No 2 (2022)
Publisher : Prodi Teknik Informatika FIK Universitas Muslim Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33096/ilkom.v14i2.1148.120-125

Abstract

Heart failure (ARF) is a health problem that has relatively high mortality and morbidity rates in developed or developing countries, including Indonesia. In 2016, WHO stated that 17.5 million people died from cardiovascular disease, while in 2008, HF disease represented 31% of patient deaths worldwide. One of the new breakthroughs for early diagnosis is utilizing data mining techniques. In this study, the Correlated Naive Bayes Classifier (C-NBC) and Naive Bayes Classifier (NBC) algorithms are used to obtaining the best accuracy results so that they can be used for the Heart Failure dataset. Based on the results of the tests that have been carried out, it shows that the Correlated Naive Bayes Classifier (C-NBC) algorithm accuracy of 80.6% obtains higher accuracy than the Naive Bayes Classifier (NBC) algorithm of 67.5%. With the results of this study, the use of the Correlated Naive Bayes Classifier (C-NBC) algorithm can be used to diagnose patients with heart failure (heart failure) because it has a high level of accuracy and is categorized as Good Classification.
Perancangan Aplikasi Pengenalan Bahasa Jawa Untuk Anak Usia Dini Wenti Risma Damayanti; Hendra Marcos; Didit Suhartono; Berlilana Berlilana
BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer Vol 3 No 2 (2022): September
Publisher : Puslitbang Sinergis Asa Professional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37148/bios.v3i2.53

Abstract

Indonesia is a country that has an area of ​​1.9 million km2 and has many differences, one of which is the difference in language in each region. It is this difference in language that makes a region unique, one of which is the Javanese language which comes from Central Java, East Java, Yogyakarta and its surroundings. The Javanese language itself is a unique language, which has ungguh as a differentiator from other regional languages, therefore efforts are needed to preserve the Javanese language with the main target being early childhood. In this research method using the MDLC (Multimedia Development Life Cycle) method developed by Luther. This method has several stages, including Concept, Design, Material Collecting, Assembly, Testing, and Distribution. Based on the application that the author succeeded in making, it can be concluded that this application is very effective in helping the process of teaching and learning activities in early childhood, and this application has several benefits, namely to preserve Javanese culture, especially in the use of Javanese, making young children use language that is more polite.
DESIGNING UI/UX OF DOCTOR'S CONSULTATION APPLICATION USING DESIGN THINKING METHOD Wenti Risma Damayanti; Adam Prayogo Kuncoro; Pungkas Subarkah; Rujianto Eko Saputro
JURTEKSI (Jurnal Teknologi dan Sistem Informasi) Vol 10, No 2 (2024): Maret 2024
Publisher : STMIK Royal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33330/jurteksi.v10i2.3053

Abstract

Abstract: For all people in the world, the application of information and communication technology has become something that is used in everyday life. All information can be accessed easily using current developments in various technologies. The process of searching for various information on the internet has become a habit of today's society. One of the information that people often seek is about health. Several available online health consultation service applications provide considerable benefits for all users. One method used for the UI and UX design process is design thinking. The average user of the application is 18-35 years old. The user interface provided in this application is not yet user friendly, especially for the elderly. User interface (UI) and user experience (UX) are important so that users feel comfortable when using an application.            Keywords: information technology; consulting application; UI/UX; design thinking  Abstract: Bagi seluruh masyarakat di dunia, penerapan teknologi informasi dan komunikasi menjadi hal yang sudah digunakan dalam kehidupan sehari-hari. Seluruh informasi dapat diakses dengan mudah menggunakan perkembangan berbagai macam teknologi saat ini. Proses mencari berbagai informasi di internet sudah menjadi kebiasaan masyarakat saat ini. Salah satu informasi yang sering dicari oleh masyarakat yaitu tentang kesehatan. Beberapa aplikasi layanan konsultasi kesehatan online yang tersedia memberikan manfaat yang cukup besar bagi seluruh pengguna. Salah satu metode yang digunakan untuk proses desain UI dan UX adalah design thinking. Pengguna aplikasi tersebut rata-rata berusia 18-35 tahun. Tampilan user interface yang disediakan pada aplikasi tersebut belum bersifat user friendly, terutama bagi kalanagn lansia. User interface (UI) dan user experience (UX) menjadi hal penting supaya pengguna merasakan kenyamanan pada saat menggunakan sebuah aplikasi.            Keywords: teknologi informasi; aplikasi konsultasi; UI/UX; design thinking
Co-Authors Adam Prayogo Kuncoro Berlilana Berlilana Didit Suhartono Hendra Marcos Pungkas Subarkah Reza Aditya Permana Rujianto Eko Saputro