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SMARTICS Journal
Published by Universitas Kanjuruhan Malang
ISSN : -     EISSN : 24769754     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering
SMARTICS Journal's aims is to disseminate research on applied computer science or information technology by publishing the original articles. The scope of SMARTICS are electrical, electronics, controls, information system, and applied technology.
Arjuna Subject : -
Articles 119 Documents
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Komparasi Metode Decission Tree, Logistic Regression, SVM, dan ANN Dalam Klasifikasi Kualitas Air Hartanti, Dwi; Pradana, Afu Ichsan
SMARTICS Journal Vol 9 No 1 (2023): SMARTICS Journal (April 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i1.8113

Abstract

Water is the most important part of human life because it is the source of human life and about 71% of the earth's area is water. Every human being has the human right to clean water which is a basis for the realization of a decent and dignified life for humans. Classification is one of the techniques in data mining. This study uses water quality data using four algorithmic methods, namely Decission Tree, Logistic Regression, SVM, and ANN. The aim of this research is to compare which method has the maximum accuracy value for water quality classification. The accuracy results obtained are the Decission Tree method of 60.19%, the Logistic Regression method of 62.80%, the SVM method of 68.59%, and the ANN method of 69.54%.
Analisis Analisis Dan Perancangan Sistem Kredit Point Menggunakan Metode Ooad (Study Kasus Ma Dan Mts Taklimus Shibyan) Jasri, Moh.; Fuadz Hasyim; Nafilatul Azizah
SMARTICS Journal Vol 9 No 1 (2023): SMARTICS Journal (April 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i1.7477

Abstract

The system for recording violation points and student achievement points at MTs and MA Taklimus Shibyan is currently not well integrated. Because the bookkeeping of violation points and achievements are in different ledgers. Credit Point calculation errors will have an impact on the score on the selection of the Student Star award candidate at every turn of the semester. With the Analysis and Design of a Student Credit Point Information System at MTs and MA Taklimus Shibyan, it is hoped that it can provide an overview of the Credit Point application that will make it easier for students to recap student Credit Points and determine student stars easily. Credit points are an installment system for recording violation points and achievement points to measure student discipline and non-discipline in facilitating school students in choosing class stars each semester. In this research, the system development method uses the OOAD (Oriented Object Analysis and Design) method. To make it easier for users to understand the designs made by researchers. So it is more efficient and easy. Based on the analysis and trials that have been carried out, it can be concluded that this research has resulted in the design of a Credit Point Information System for MA and MTs Taklimus Shibyan Students using the OOAD (Oriented Object Analysis and Design) method in accordance with the credit point rules in MA and MTs Taklimus Shibyan.  
Akurasi Sensor TCS230 dalam Media Pembelajaran Bahasa Inggris Aziz, As'ad Shidqy; Tri Kristianti
SMARTICS Journal Vol 9 No 1 (2023): SMARTICS Journal (April 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i1.8236

Abstract

English as an international language is expected to be able to make a real contribution to future superior generations who will take part in the international world. One of the right strategies for early childhood education in learning English is to listen and repeat. Thus, English Color Assistant learning media is needed to support early childhood English learning. The main components used to realize the tool include the TCS230 sensor and Arduino Uno. The results obtained from the design and manufacture of the tool prototype include the data generated by the sensor having a high level of precision, which is below 0.5. The accuracy of the tool in color reading is 100% when there is no distance between the tool and the detected media and 90% accuracy when there is a distance between the tool and the detected media.
Comparison of Relational Database Modeling Performance based on Number of Normalized Entities: - Yunianto, Dika Rizky; Yudistira Eka Putra; Cahya Rahmad
SMARTICS Journal Vol 9 No 1 (2023): SMARTICS Journal (April 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i1.8390

Abstract

The database is the most important part of the development of a software. Management of data storage in the database is very important because the amount of data stored is increasing and varied. Thus requiring increased storage capacity and increased processing time. One form of database used in software is a relational database. Relational database modeling to reduce storage capacity can be circumvented by normalizing the database. From the experimental results, database normalization has an effect on the number of entities. So that the storage capacity and processing time in data processing are also affected by the normalization of the database. The more the number of entities will cause the more time needed in data processing.
Aplikasi Analisis Pemberian Reward Tenaga Pendidik Menggunakan Metode Fuzzy Relation Ramadhani, Nilam; Syahroni, Abd. Wahab; Darmawan, Irwan; Maula, Ismatul
SMARTICS Journal Vol 10 No 1 (2024): SMARTICS Journal (April 2024)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v10i1.8299

Abstract

Analysis of rewards gift with fuzzy relations aims to determine teachers who deserve accept rewards based on teacher performance assessments. Fuzzy relations are used to determine the level of relationship or relations between criteria with rating weights that have been determined objectively. The aspects assessed include 4 criteria, that is pedagogic, personality, professionalism, and social relations. Each criterion has a different number of sub-criteria. Overall there are 26 sub-criteria and 45 teachers from 6 elementary schools are assessed.The results of the performance assessment of 45 teachers with fuzzy relations and weighting criteria obtained one teacher data that has the highest performance value among other teachers. So that the value obtained is used as a decision support to determine which teacher is entitled and deserves a reward.
Marketplace Entrepreneur Sorgum Menggunakan Klastering K Medoid Saurina, Nia; Noerhartati, Endang; Revitriani, Marina
SMARTICS Journal Vol 9 No 2 (2023): SMARTICS Journal (Oktober 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i2.8323

Abstract

Marketplace is a virtual market where the market is a meeting place for buyers and sellers to make transactions. Wijaya Kusuma University Surabaya has established an Entrepreneurship Sorghum Unit (UES) starting in 2009 and is collaborating with Sorghum Entrepreneurs in several areas in East Java. The objectives of this research are: (1) creating a marketplace for Sorghum Entrepreneurs who have joined UES, (2) Classifying using the K-Medoid method to group Sorghum Entrepreneurs based on the income that has been obtained by UES, (3) Conducting mapping based on clustering results so that UES can provide assistance to sorghum entrepreneurs. From the results of the questionnaire, obtained data on the level of desire for UES for each variable from 35 sorghum entrepreneurs as respondents. Quantitative data obtained is then entered and then proceed with the clustering stage. The data is divided into several clusters based on the type of sorghum, products sold and sales results. After that, the cluster performance calculation is carried out by calculating the k-fold value. analysis of the results of testing the effect of the k-fold value is the best percentage found in the k-fold value = 6 with an accuracy value of 34.597%.
Tinjauan Perkembangan Kecerdasan Buatan Berbasis Arsitektur Transformer Firmanto, Bayu; As'ad Shidqy Aziz; Jendra Sesoca
SMARTICS Journal Vol 10 No 1 (2024): SMARTICS Journal (April 2024)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v10i1.8351

Abstract

Artificial Intelligence, especially technique utilizing machine learning using transformer architecture has experienced rapid progress. The transformer architecture was first introduced in 2017 and laid the foundation for the development of larger and more accurate models in NLP, some of which use BERT and GPT. This review examines five studies that have made significant contributions to the development of the transformer architecture, including research by Vaswani, Devlin, Brown, and Dai. The results of this study shows that the transformer architecture is capable of improving training efficiency, accuracy, and long-context understanding in various NLP tasks. However, there are still some issues with this technology that need to be addressed further.
Simulation of Electric Scooter Frame with Broadtrack Model Using Finite Element Method Febritasari, Rosadila; Budi Mahardika, Ajiman; Astana Widi, I Komang; Arif Sutrisno, Tito; Dwi Korawan, Agus
SMARTICS Journal Vol 10 No 1 (2024): SMARTICS Journal (April 2024)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v10i1.8358

Abstract

The frame is a main component for electric scooter construction which must have high distortion resistance to minimize the failure risk. This study aims to design a frame for electric scooter with broadtrack model and 1200 W of wheel drive motor power. The simulation was conducted by Finite Element Method (FEM) using Aluminum 6061 and Steel AISI 1020 as the material frame. The down tube used rectangular profile pipe and others used cylindric profile. The frame was generated in 3D model and been analysed using static structural. The results showed the biggest maximum stresses and also the smallest deformation given by steel AISI 1020 are 84,852 Mpa and 0.1082 mm, respectively. The minimum safety value for AISI 1020 steel material is 2.3813 and 6061 aluminum alloy is 1.5518. These show that the effect of mechanical properties on steel AISI 1020 is better than aluminum 6061. Overall, the Electric scooter frame should be recommended using steel AISI 1020.
Rancang Bangun Sistem Aplikasi Monitoring Daya Listrik Rumah Berbasis Android Budianto, Alfa Wahyu; Utama Endriansyah, Rizki Putra; Firmansyah, Muhammad Ferrari; Tri Sulistyanto, Muhammad Priyono; Aditya Nugraha, Danang; Ghufron, Muhammad; Azhiman, Fauzan; Pranata, Kurriawan Budi
SMARTICS Journal Vol 9 No 2 (2023): SMARTICS Journal (Oktober 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i2.8592

Abstract

The need for household-scale electricity consumption is very closely dependent on household appliances that use electrical energy. The demand for household electricity has increased along with the Work From Home (WFH). If this is not managed optimally based on the aspect of its use, it will unconsciously have an impact on economic spending. The purpose of this study focuses on a prototype monitoring system for electrical quantities in the form of voltage, current strength and electric power in real time via the Android platform. The prototype that was created was able to collect realtime data every 1 minute and 5 minutes, respectively, resulting in a measurement accuracy of 92.99% and 81.85%. As well as reading accuracy of (36.60 + 2.42) Watt and (27 + 4.96) Watt. Based on the error results and the results of the reading accuracy of the prototype, a comparison was made between the delay of data retrieval per 1 minute and 5 minutes, it can be concluded that it has a higher reading accuracy per 1 minute. So that the suggestions and recommendations from further researchers regarding the design of electrical energy monitoring management use a delay time of more than one minute so as not to lose a lot of data information from the measurement results.
Perancangan Aplikasi Sistem Penilaian Kinerja Karyawan Metode TOPSIS Berbasis Website Ardiansyah, Fatur Rachman
SMARTICS Journal Vol 9 No 2 (2023): SMARTICS Journal (Oktober 2023)
Publisher : Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/smartics.v9i2.8767

Abstract

Technological advancements have a profound impact on various aspects of human life, including the world of work. The range of technologies used in work settings is extensive, ranging from simple to complex systems. However, many areas within the current scope of work have yet to fully embrace technological advancements. Recruitment, development, improvement, and evaluation processes are among those that can benefit from technology integration. At PT Sanjayatama Lestari, employee appraisals are still carried out manually, relying on supervisor assessments recorded in notes or word processing and number processing application files. These assessments may lack objectivity and transparency. This research aims to address the issue by designing a decision support system for employee evaluation at PT. Sanjayatama Lestari Surabaya. The waterfall method will be used to develop the application, utilizing a web-based programming language for user convenience and device compatibility. The application's design aims to enhance user experience, ensure valid data, and promote transparency in the employee evaluation process.

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