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Comparison of WSM and Weight Product Methods with WSM-Score and Vector Approaches Nasyuha, Asyahri Hadi; Tujantri , Harkam; Veza, Okta; Nurarif, Saiful; Chung, Meng-Yun
Sinkron : jurnal dan penelitian teknik informatika Vol. 9 No. 2 (2025): Research Articles April 2025
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/sinkron.v9i2.14817

Abstract

Fertilizers are essential in modern agriculture as they supply vital nutrients to plants, enhancing growth and yield. However, selecting the most appropriate fertilizer involves multiple criteria and a diverse range of available options. This study conducts a comparative analysis of two Multi-Criteria Decision-Making (MCDM) methods: the Weighted Sum Model (WSM) and the Weight Product (WP) method, supplemented by WSM-Score and vector-based approaches. The evaluation is based on four criteria price, quality, ease of availability, and fertilizer form across seven alternatives: Urea, Compost, TSP, KCL, Gandasil, NPK, and ZA. Using normalized weights from expert judgment, both methods were used to rank the alternatives. A key contribution of this study is the integration of WSM-Score and vector approaches, which enhance traditional MCDM by improving score comparability (WSM-Score) and enabling geometric interpretation of alternative positioning (vector). Results show that Compost (A2) ranks highest across all methods, indicating convergence despite differences in computational logic. WSM offers ease of interpretation, while WP better accounts for proportional differences but is more sensitive to low-performing criteria. The findings suggest that method selection should be context-dependent. Although the ranking results are consistent, the absence of empirical validation through expert comparison or field data limits the generalizability of the conclusions. Further research should include such validation to strengthen the reliability of MCDM-based decision support systems in agricultural applications.
Sistem Informasi Booking Room Badan Pengusahaan Batam Menggunakan Metode Object Oriented Analysis and Design Sabtu, Sabtu; Veza, Okta; Crystalia, Nike; Syofiawan, Doni; Adi, Novi Hendri
Jurnal Pendidikan Teknologi Informasi dan Vokasional Vol 5, No 2 (2023): Jurnal Pendidikan Teknologi Informasi dan Vokasional
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jptiv.v5i2.29280

Abstract

At the Batam Enterprise Agency in the Public Relations, Promotion, and Protocol Bureau section, when borrowing rooms they still use manual processes, and paper forms in the borrowing process, which results in less effective record keeping. So the author created a room lending dashboard information system. The aim of this research is to design a meeting room lending dashboard information system. The method used in this research is Object Oriented Analysis and Design (OOAD) which has stages of analysis, design, implementation, and experimentation, while system design uses Unified Modeling Language (UML) modeling, system flow diagrams consisting of (use case diagrams, activity diagrams, sequence diagram and class diagram), the result of this research is to produce a dashboard information system for borrowing meeting rooms which can make work easier and make room borrowing schedules well organized.Kata kunci: OOAD, Peminjaman Ruang, Sistem Informasi, Unified Modeling Language
Pengembangan Portal Karyawan PT Appipa Indonesia Berbasis Web Menggunakan Metode CRM (Customer Relationship Management) Veza, Okta; Dewi, Indah Kusuma; Islapirna
Jurnal Responsive Teknik Informatika Vol. 4 No. 02 (2020): JR : Jurnal Responsive Teknik Informatika
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36352/jr.v4i02.181

Abstract

PT. Appipa Indonesia dalam mengelola data pegawai saat ini masih dilakukan secara terpisah-pisah atau belum tersusun dengan baik dimana sistem yang ada belum dapat memudahkan pencarian data karyawan dan juga belum terintegrasi dalam satu sistem informasi. Tujuan penelitian adalah menghasilkan pengembangan sistem informasi portal karyawan dan menerapkan CRM (Customer Relationship Management) sebagai metode pengembangan perangkat lunak. Dan untuk aktifitas fokus ke pengambangan model menggunakan UML (Unified Modeling Language) sebagai pemodelan sistem, dan RUP (Rational Unified Process) penulis pilih sebagai perancangan dan pengujian pada portal karyawan PT Appipa Indonesia. Alasan penulis memilih RUP (Rational Unified Process) sebagai perancangan dan pengujian karna memiliki proses yang detail dan berurut. Dan juga setiap langkahnya terkontrol secara sistematis. Sistem yang akan dibangun ini memberikan kemudahan bagi unit SDM untuk melakukan pencarian data karyawan. Dan untuk user dapat memudahkan untuk mengubah datanya secara mandiri.
Simulation Modeling System in Determining the Amount of Oil Inventory Veza, Okta; Larisang, Larisang; Setyabudhi , Albertus L.; Arifin , Nofri Yudi; Agustini , Sherly
Journal of Computer Networks, Architecture and High Performance Computing Vol. 5 No. 1 (2023): Article Research Volume 5 Issue 1, January 2023
Publisher : Information Technology and Science (ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/cnahpc.v5i1.2009

Abstract

Currently, XYZ Gas Stations, in carrying out fuel sales activities, have not yet used a simulation of calculating fuel supply needs at gas stations which functions to support decision making by the leadership, this causes frequent stock shortages at each XYZ gas station branch. because of that the authors are interested in creating a modeling system for calculating fuel inventory simulations using the Monte Carlo method and the LCM pattern. The purpose of this research is to produce a simulated calculation of the supply of purchased fuel so that management knows how much stock of fuel must be provided at each gas station and also to prevent empty fuel stocks at each gas station in the XYZ branch. The data collection methods used in this study were interviews, observations, and literature studies. The system is designed using the JAVA Programming Language. The data processed in this study is transaction activity data for January and February 2022 to determine the amount of inventory that must be provided in March 2022. The final results of the data processing that has been carried out with the trial purchase data transactions for the two current months, namely January and February 2022 to get the simulation results of fuel oil (BBM) supplies in March whose activation has been running with simulation predictions using the Monte Carlo Algorithm.
Development of Android-Based Interactive Learning Media on Listening, Imitating, and Reciting Materials for PAUD Students Ari, Novi Hendri; Veza, Okta; Simatupang, Wakhinuddin; Irfan, Dedy; Muskhir, Mukhlidi; Riyanda, Afif Rahman; Daphiza, Della
Jurnal Pendidikan MIPA Vol 22, No 2 (2021): Jurnal Pendidikan MIPA
Publisher : FKIP Universitas Lampung

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

Abstract

At the Al-Qur'an-based PAUDQ An Najah, they are required to innovate in learning activities during the pandemic. The learning media used in PAUDQ An Najah still uses paper media, so teachers have difficulty providing material during the pandemic. Researchers feel the need to develop android-based interactive learning media to improve the quality of learning during the Covid19 pandemic. The purpose of this study is to develop interactive learning media for the introduction of android-based Arabic vocabulary to assist teachers in the teaching process and to assist the role of parents in providing learning guidance to their children. The method used is Multimedia Development Life Cycle (MDLC), which has concept, design, material collecting, assembly, testing and distribution stages. This research produces interactive learning media applications that can be operated on parents' smartphones to support online learning. The conclusion of this study is that android-based interactive learning media is feasible to be applied to PAUDQ An Najah.Keywords: Interactive Learning Media, MDLC, Android, PAUD DOI: http://dx.doi.org/10.23960/jpmipa/v22i2.pp279-291
Implementation of Teacher Attendance Monitoring Application at SMK Ibnu Sina Batam Arifin, Nofri Yudi; Suri, Ghea Paulina; Johan, Dasman; Veza, Okta; Larisang, Larisang
Journal of Information System, Technology and Engineering Vol. 2 No. 3 (2024): JISTE
Publisher : Yayasan Gema Bina Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61487/jiste.v2i3.86

Abstract

This study aims to analyze and design a web-based teacher attendance monitoring application at SMK Ibnu Sina Batam. We expect this application to enhance the efficiency and effectiveness of teacher attendance management through the use of digital technology. The research methods used include literature studies, interviews, and direct observation of the teacher attendance management process. We design the system using the Unified Modeling Language (UML), implement it using the CodeIgniter framework, and use MySQL as its database. We conduct testing using the Black Box method to verify that all functions operate as anticipated. The results show that this application can monitor teacher attendance in real-time and improve discipline. By cutting down on manual checks and enhancing transparency and accountability in school management, the implementation of this application significantly enhances the quality of education at SMK Ibnu Sina Batam.
Pengembangan Portal Karyawan PT Appipa Indonesia Berbasis Web Menggunakan Metode CRM (Customer Relationship Management) Veza, Okta; Dewi, Indah Kusuma; Islapirna
Jurnal Responsive Teknik Informatika Vol. 4 No. 02 (2020): JR : Jurnal Responsive Teknik Informatika
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36352/jr.v4i02.181

Abstract

PT. Appipa Indonesia dalam mengelola data pegawai saat ini masih dilakukan secara terpisah-pisah atau belum tersusun dengan baik dimana sistem yang ada belum dapat memudahkan pencarian data karyawan dan juga belum terintegrasi dalam satu sistem informasi. Tujuan penelitian adalah menghasilkan pengembangan sistem informasi portal karyawan dan menerapkan CRM (Customer Relationship Management) sebagai metode pengembangan perangkat lunak. Dan untuk aktifitas fokus ke pengambangan model menggunakan UML (Unified Modeling Language) sebagai pemodelan sistem, dan RUP (Rational Unified Process) penulis pilih sebagai perancangan dan pengujian pada portal karyawan PT Appipa Indonesia. Alasan penulis memilih RUP (Rational Unified Process) sebagai perancangan dan pengujian karna memiliki proses yang detail dan berurut. Dan juga setiap langkahnya terkontrol secara sistematis. Sistem yang akan dibangun ini memberikan kemudahan bagi unit SDM untuk melakukan pencarian data karyawan. Dan untuk user dapat memudahkan untuk mengubah datanya secara mandiri.
Perancangan Sistem Informasi Penggajian Berbasis Web Dengan Metode Waterfall Mustakim; Mokoginta, Deyidi; Wowiling, Steiva Amerlien Sandra; Iswahyudi, M. Subhan; Indra; Suparman, Ade; Veza, Okta
Digital Transformation Technology Vol. 4 No. 1 (2024): Periode Maret 2024
Publisher : Information Technology and Science(ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/digitech.v4i1.3787

Abstract

Sistem ini merupakan sistem informasi penggajian pada CV. Xyz yang selama ini dalam membuat laporan admin masih menggunakan sistem semi komputerisasi yang belum memiliki sebuah standaryang baku. Sistem yang akan dirancang ini berbasiskan pemrograman database dengan menggunakan tahapan perancangan sistem dengan metode waterfall dengan tahapan lima yaitu analisis kebutuhan, desain sistem, penulisan kode program, pengujian program dan penerapan program. Sedangkan pemodelan yang digunakan menggunakan Unified Modeling Language (UML) yang terdiri dari yaitu use case diagram, activity diagram, class diagram dan sequence diagram. Penelitian ini menghasilkan sebuah analisis sistem baru pemodelan UML dan terdiri sembilan tabel untuk mendukung pembuatan aplikasi. Pengujian sistem informasi penggajian dengan black box testing dan juga diterapkan dan berjalan dengan baik yang telah di ujicoba di dalam localhost sistem yang telah dinyatakan berhasil untuk membantu membuat laporan dan mencetak slip gaji yang dan diperiksa pimpinan secara online. Aplikasi terbatas pada halaman admin dan juga perlu penambahan verifikasi dashboard agar sistem dapat menjawab informasi data yang dibutuhkan oleh perusahaan serta diperlukan peningkatan sumber daya manusia, yaitu sumber daya dalam pengoperasian sistem dan mampu merawat, memelihara sistem tersebut dengan baik.
Analysis and Design of Web-based Internal Office Memo (IOM) Management System Veza, Okta; Larisang, Larisang; Setyabudhi, Albertus Laurensius; Arifin, Nofri Yudi; Syofiawan, Doni; Martino, Hisar Gusdian
The Indonesian Journal of Computer Science Vol. 13 No. 1 (2024): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v13i1.3511

Abstract

This research focuses on the design and implementation of a web-based Internal Office Memo (IOM) Management System in the PT InnoArk Servis Internasional Optipedia Team. The main problem relates to ineffective communication and coordination between divisions, which results in backlogs and repetition of work as well as difficulties in monitoring task progress. The research method adopts a System Development Life Cycle (SDLC) approach with a waterfall model and uses the Unified Modeling Language (UML) for system design. Implementation was carried out by utilizing the CodeIgniter framework and MySQL as a database, followed by black box testing of the requirements testing type. The result is a system that successfully improves operational efficiency, team collaboration, and transparency of work progress. This application not only overcomes communication obstacles, but also provides a basis for making better decisions based on actual data, maintaining the smooth implementation of tasks, and improving the quality of team collaboration in the PT InnoArk Servis Internasional Optipedia Team.
Analisis Data Mining Clustering Dan Classification pada Kepuasan Pengguna Layanan Bus Trans Kota Batam (Studi Kasus UPT Pelayanan Jasa Transportasi): Data Mining Dewi, Indah Kusuma; Veza, Okta; RAMADHAN, RIDHO
The Indonesian Journal of Computer Science Vol. 13 No. 1 (2024): The Indonesian Journal of Computer Science
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v13i1.3560

Abstract

Di bidang pemerintahan ini kepuasan layanan sudah menjadi suatu acuan keberhasilan terutama dari UPT. Pelayanan Jasa Transportasi Batam dalam kualitas pelayanan Trans Batam. Acuan tersebut dapat dijadikan sebuah evaluasi untuk meningkatkan dan mempertahankan kualitas layanan bus Trans Kota Batam. Tujuan dari penelitian ini untuk menghasilkan segmentasi kepuasan layanan pengguna bus Trans Kota Batam dengan algoritma K-means serta informasi klasifikasi berupa unsur pelayanan yang paling berpengaruh pada kepuasan pengguna layanan bus Trans Kota Batam dengan algoritma Decision Tree. Pada penelitian ini peneliti menggunakan metode pendekatan KDD (Knowledge Discovery in Database) dengan metode penelitian kualitatif dalam analisis data mining clustering dan classification lalu peneliti mengimplementasikan data mining clustering pada tools Orange dan data mining classification pada tools RapidMiner. Hasil yang didapatkan dari analisis data mining clustering dan classification pada kepuasan layanan pengguna bus Trans Kota Batam ialah didapatkan segmentasi kepuasan pelanggan dengan 2 cluster yaitu C1 dengan segmentasi kepuasan pelanggan “Puas” dengan jumlah 481 responden dari 995 responden dan C2 dengan segmentasi kepuasan pelanggan “Sangat Puas” dengan jumlah 514 responden dari 995 responden serta didapatkan informasi klasifikasi berupa unsur pelayanan yang berpengaruh pada kepuasan pelanggan yaitu unsur pelayanan persyaratan pelanggan, unsur pelayanan perilaku pelaksana, unsur pelayanan waktu pelayanan, unsur pelayanan produk layanan, unsur pelayanan sarana dan prasarana, unsur pelayanan sistem, mekanisme, dan prosedur yang digunakan serta unsur pelayanan kompetensi pelaksana