Bermunculan adanya kasus penyalahgunaan formalin sebagai bahan pengawet untuk tahu dan ketersediaan cara deteksi kandungan formalin yang tergolong tidak praktis dan membutuhkan tenaga ahli khusus, Penelitian ini bertujuan untuk melakukan analisis performa suatu metode. Pengolahan data tersebut digunakan untuk memprediksi terdapatnya kandungan formalin pada tahu melalui aroma yang dikeluarkan. Teknik klasifikasi yang digunakan yaitu dengan menggunakan pengukuran performa (Accuracy, Precision, Recall, dan F-Measure) menggunakan Metode Support Vector Machine. Inputan yang digunakan yaitu atribut data aroma tahu berformalin, dan tidak berformalin. Hasil penelitian ini menunjukkan metode SVM mempunyai kinerja yang cukup baik. Berdasarkan hasil pengujian menggunakan confusion matrix didapatkan hasil uji performa Metode SVM accuracy 67%, precision 69%, recall 67%, dan f-measure 66% dengan Nilai K=5.
The Academic Information System (in Indonesian often abbreviated as SIAKAD) is a system developed to manage student data that aims at facilitating online academic administration activities. It aims to provide academic information services in the form of web applications, where teachers can independently create student academic reports to synchronize data into the DAPODIK system, a primary education data system, and develop academic information systems using web assembly according to user experience (UX) and developer experience (DX). The research method consists of field studies and literature related to web assembly, primary education data (DAPODIK), and the Academic Information System (SIAKAD). This information system and database were built using the Convention Over Configuration paradigm. The design phase used a prototyping model to graphically represent the system workflow and used an experimental research approach. Moreover, the study used an integrated modeling language (UML), and a Database Management System using PostgreSQL, and alpha testing for model testing. The Client Application was built using the C# programming language for users to generate student academic reports every semester. Processing data transactions using web assembly took less time than the traditional web, which was less than 300 milliseconds.
Academic Information System (xSIA) is a system that has one function to manage student data so as to provide convenience for teachers as the main users in recording the final grades of student learning outcomes each semester. The PKM program for teacher partners also provides technical training using the Snagit application to find out learning video material as an alternative method so that it can support teacher performance in the online teaching process. So that the Learning From Home (LFH) or Distance Learning Method can be implemented by school teachers at SDN No.133 Pari'risi Takalar. The training model applied uses the Preceptorship and Participatory training model. while the design phase of the application model used by Prototyping to graphically represent the workflow of the system. The objectives of this research are: 1) The existence of a web-based academic information system application, namely xSIA to report student assessments and application video tutorials. 2) Output in the form of the ILKOM Scientific Journal for the 2021 period UMI Computer Architecture or other Accredited journals. And 3) enrichment of teaching materials in Software Engineering courses.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
hi@scite.ai
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.