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PENERAPAN IMPLEMENTASI NAÏVE BAYES CLASSIFIER DAN METODE FUZZY AHP DALAM PENENTUAN BUKU LAYAK TERBIT MENGGGUNAKAN ANDROID Negara, Teguh Puja; Erniyati, Erniyati; Citra, Puspa; Irwansyah, Muhammad Denny
Prosiding Seminar SeNTIK Vol. 8 No. 1 (2024): Prosiding SeNTIK 2024
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Proses seleksi naskah merupakan proses penilaian kelayakan naskah yang cukup menimbulkan kendala, karena sebelumnya bersifat manual dan memiliki unsur subyektifitas dari panilai. Penggunaan metode Sistem Penunjang Keputusan (SPK) dan penggunaaan komputer merupakan tuntutan yang sangat kuat untuk mempermudah tim penilai untuk kelayakan naskah buku yang akan diterbitkan. Dalam penelitian ini, metode Fuzzy Analytical Hierarchy Process (F-AHP) digunakan sebagai sistem pendukung keputusan untuk memilih makalah yang layak dipublikasikan. Metode ini menggunakan kriteria subjektif untuk memilih naskah yang sesuai dan metode Naive Bayes untuk mengklasifikasikan buku berdasarkan genrenya. Hasil pengujian dengan metode F-AHP menunjukkan tingkat akurasi sebesar 83,33%. Dengan menggunakan 30 buku dari 150 buku, metode Naive Bayes menghasilkan klasifikasi buku berdasarkan genrenya. Visual Studi Code IDE, Firebase, dan Pythonanywhere adalah database sistem dengan tampilan Android
Implementation of The Apriori Algorithm on X Cafe Sales Transactions for Product Bundling Package Recommendations Sadiah, Halimah Tus; Purnama, Delta Hadi; Erniyati, Erniyati
International Journal of Quantitative Research and Modeling Vol. 6 No. 1 (2025)
Publisher : Research Collaboration Community (RCC)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijqrm.v6i1.882

Abstract

Bundling packages are a marketing strategy in which several products are combined at a more attractive price than if purchased separately. This strategy effectively increases sales, attracts new customers, and levels up the average transaction value. Cafe X, located in Bogor, is a coffee shop that has not yet had a product bundling strategy package to increase product sales. This study aims to implement the Apriori algorithm on sales transactions at Cafe X to bundle product recommendations. The research stages consist of data collection, preprocessing, implementation of an apriori algorithm, and extracting association rules. In this study, a website-based apriori algorithm was implemented. Users can enter the minimum support value, minimum confidence value, and the recommended menu for product bundling. Based on the research results, it is produced for data input on the application with menu recommendations in the form of Tsuin Iced Coffee and Chicken Strips menus with a minimum support of 50% and a minimum Confidence of 90% can produce recommendations for 3 product bundling packages, including Package 1 recommendations are Tsuin Iced Coffee, Chicken Strips, Hot Barbeque Chicken. Package 2 recommendations are Tsuin Iced Coffee, Chicken Strips, and Nachos. Package 3 recommendations are Tsuin Iced Coffee, Chicken Strips, Hot BBQ chicken and Nachos.
BRANKAS SYSTEM USING ANDROID BASED BARCODE SCANNER Ismangil, Agus; Mulyati, Mulyati; Erniyati, Erniyati
JIPETIK:Jurnal Ilmiah Penelitian Teknologi Informasi & Komputer Vol 1, No 2 (2020): JIPETIK : Jurnal Ilmiah Pendidikan Teknologi Informasi & Komputer
Publisher : Universitas PGRI Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26877/jipetik.v1i2.4612

Abstract

The use of a barcode scanner system on Android is applied to facilitate the user or users in accessing a system where in this system the barcode scanner serves as the initial key to accessing a safe. Research and evaluation results show that the use of QR Code (Quick Respone Code) can store numeric data types up to 7,089 characters, alphanumeric data up to 4,296 characters, binary codes up to 2,844 bytes and kanji letters up to 1,817 characters. QR Code is also resistant to damage, because QR can correct errors up to 30%, so the use of QR Code on a system can increase the speed of work and accuracy of detection on the system.
Strengthening School Counseling Guidance Activities through e-counseling Harsani, Prihastuti; Erniyati, Erniyati; Kurnia, Dadang
International Journal of Ethno-Sciences and Education Research Vol. 2 No. 1 (2022): International Journal of Ethno-Sciences and Education Research (IJEER)
Publisher : Research Collaboration Community (Rescollacom)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijeer.v2i1.241

Abstract

Cybercounseling is defined as a professional counseling practice that occurs when the counselee and counselor are separately and utilize electronic media to communicate via the internet. Several problems arise in student coaching activities by Guidance Counseling teachers, namely: not yet optimal use of cyber counseling applications, recording of student progress, which is still done manually, and the unavailability of facilities for students to express academic and non-academic problems. The technology provided is an e-counseling application. The method used in this activity is an e-counseling implementation workshop. Computer Vocational Schools as partners have been involved in the stages of needs identification, implementation, and trials. The school elements involved are Principals, Students, BK teachers, and homeroom teachers. This technology provides an alternative repository of student development. Based on the results of the workshop, it was found that the repository was available at 85% and the usability level of the system was 75%.