Articles
Penerapan Multi-Objective Optimization by Ratio Analysis (MOORA) Dalam Penyeleksian Kelayakan Nasabah Penerima Kredit
Agus Iskandar
Journal of Computer System and Informatics (JoSYC) Vol 4 No 1 (2022): November 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)
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DOI: 10.47065/josyc.v4i1.2499
Rural Banks (BPR) play an important role in helping to solve financial problems for the community in providing credit, the bank must conduct careful research and calculations on customers. PT.BPR this bank has a difficult problem determining the amount of credit value desired by a customer. This is because assessing whether or not a customer is eligible to receive a credit score is not easy because it involves many factors that must be considered and analyzed properly. The Decision Support System is applied in this study as a system for selecting the eligibility of credit recipients. In determining the appropriate selection of credit recipients, they must meet criteria such as income, age, occupation, guarantee and number of dependents. Therefore, a Decision Support System (DSS) is needed in solving existing problems by applying the MOORA (Multi-Objective Optimization on the basis of Ratio Analysis) method which can generate preference values from the first ranked alternative. So that the selection of the eligibility of credit recipients lies in alternative N3 on behalf of Nurhayati with a value of 0.22197.
Penerapan Data Mining Dalam Penentuan Proritas Pemesanan Produk Berdasarkan dengan Data Penjualan Barang Menggunakan Algoritma Apriori
Agung Triayudi;
Agus Iskandar
Journal of Computer System and Informatics (JoSYC) Vol 4 No 1 (2022): November 2022
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)
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DOI: 10.47065/josyc.v4i1.2523
Products cannot be separated from the buying and selling process carried out by customers and sellers. Products that are a priority are, of course, products that are favored by consumers or customers. However, companies often make mistakes in the process of determining which products to order for sale. Errors in the process of determining product orders can result in losses for the company. Therefore, it is necessary to handle this problem properly and appropriately. Therefore, the settlement that should be done should be done by processing the data on the sale of these goods. Data mining is a method that can be used for data processing. But the data processing process carried out in data mining is not done independently. The a priori algorithm is one of the algorithms found in the data mining association technique. The a priori algorithm is widely used to carry out the analysis process on sales data to find sales patterns in the company. The results of the study were 3 items that became the priority of ordering, namely ordinary pants, shorts and t-shirts. With a combination of item sets, if you buy ordinary pants, you also buy shorts with a support value of 10% and a confidence value of 20%. Other item combinations that you get: If you buy regular pants, you also buy T-shirts with a support value of 30% and a confidence value of 60% and the last combination of set items. If you buy shorts, you also buy T-shirts with a support value of 30% and a confidence value of 60%.
Sistem Pendukung Keputusan Kelayakan Penerima Bantuan Dana KIP Kuliah Menggunakan Metode ROC-EDAS
Agus Iskandar
Building of Informatics, Technology and Science (BITS) Vol 4 No 2 (2022): September 2022
Publisher : Forum Kerjasama Pendidikan Tinggi
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DOI: 10.47065/bits.v4i2.2265
Education is one of the keys in achieving the ideals of the nation's children, there are often economic or financial constraints for the Indonesian people who are unable to be able to attend higher education stages, this makes the ideals of the nation's generation to be smart and have the potential to build the nation. being more advanced becomes hampered, this phenomenon makes the government take action in making an assistance program in the form of a card called the smart Indonesia card or (KIP), the provision of scholarship funds in the smart Indonesia card program of course has terms and conditions that can be met to get the right and disbursement of funds, the number of students who want to get KIP (Smart Indonesia Cards) aid funds makes the manager really have to manage the eligibility of recipients of KIP (Smart Indonesia Cards) funds, a procedure that often happens fraudulently and requires a process of calculating the eligibility of receiving aid. ana KIP (Smart Indonesia Card) which is still less accurate makes the manager of the selection of aid recipients have to take into account the eligibility of the beneficiary very well so that the beneficiary is really the right person. A decision support system is used to obtain more precise and accurate results based on the calculation of a hybrid method which is a combination method so that the results obtained are of higher quality, the method used is the ROC-EDAS hybrid method. The results obtained in using this method are found an alternative named isty with the highest score of 0.207622 who became a student who deserved to receive tuition assistance KIP funds
Sistem Pendukung Keputusan Rekomendasi Dalam Pemilihan Pemeliharaan Ikan Air Tawar Ekonomis Menerapkan Metode Additive Ratio Assesment (ARAS)
Agus Iskandar
Jurnal Sistem Komputer dan Informatika (JSON) Vol 4, No 2 (2022): Desember 2022
Publisher : STMIK Budi Darma
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DOI: 10.30865/json.v4i2.5176
Developing a business in fresh water is a promising business, because food ingredients such as fresh water fish are always needed by every community. Freshwater fish are fish that live in fresh water, such as living in lakes, rivers and so on. if someone wants to build a freshwater business, then the type of freshwater fish that is suitable and the easiest to maintain must be chosen. The many types of freshwater fish make prospective business owners confused in choosing which type of water fish is suitable for business. In helping the owner solve these problems, a decision support system is needed. A decision support system is a system developed on a computer, where the development uses computer-based steps or methods. SPK requires a method in its application. The method used in this study is the ARAS method. The ARAS method is an acronym for the Additive Ratio Assessment Method (ARAS). The ARAS method is the method used in ranking each alternative by using the reference, namely the criteria as the calculation material. By using the SPK using the ARAS method, the result is that by using the ARAS method, the selection of freshwater fish that is highly recommended to be kept is Alternative A1 with the type of fish, namely catfish as the best alternative.
Perbandingan Sistem Pendukung Keputusan Menggunakan Metode WP Dan TOPSIS Studi Kasus Program Keluarga Harapan (PKH) Desa Kampung Kramat
Arya Dimas Setiadi;
Agung Triayudi;
Agus Iskandar
JURIKOM (Jurnal Riset Komputer) Vol 9, No 6 (2022): Desember 2022
Publisher : STMIK Budi Darma
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DOI: 10.30865/jurikom.v9i6.5358
PKH or the Family HopehProgram that is a conditional social assistance program for poor families as the initial basis for achieving family happiness which is a long-term problem. Therefore, the government introduced the Family Hope program (PKH) to reduce poverty. The Family Hope Program (PKH) is a social policy that provides social services in the form of cash and basic necessities to poor families who depend on school children and pregnant women for their lives. Family hope in the future, family poverty alleviation is a form of social investment in poverty alleviation. In this case, the Family Hope Program (PKH) was established in Kramat village as a forum to increase socialization and poverty alleviation. A decision support system (DSS) will be built using the weighted product (WP) method and a priority control technique similar to the ideal solution (TOPSIS) to calculate the problem
Penerapan Algoritma K-Medoids Untuk Clustering Prioritas Penerima Beasiswa
Agus Iskandar
Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)
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DOI: 10.47065/josh.v4i2.2927
Scholarships are a form of appreciation given to students. In college scholarships that are usually given are scholarships from foundations. The limited number of foundation scholarships provided by tertiary institutions is certainly a separate problem for elements of leadership or management. The problems encountered must be resolved as well as possible. Therefore, it is necessary to group students who are prioritized to get foundation scholarships. The process of determining priority levels for students receiving foundation scholarships has become a new problem for the management team. The process of solving the problem can be done by processing the data. Data mining is a data processing process for extracting information stored in datasets. In data mining, the process of grouping data for the priority determination process is included in the clustering technique. K-Medoids is part of clustering data mining. K-Medoids is used in data mining for the grouping process in forming clustering. The K-Medoids algorithm can help simplify the process of forming priority clusters. In this case there are 5 alternatives included in Cluster 1 and 5 alternatives included in Cluster 2. With the formation of clusters from the K-Medoids algorithm process it can be easily in the decision making process.
Pengembangan E-Learning Management System Untuk Tingkat Sekolah Dasar Berbasis Website dengan Metode Agile
Eka Permana Putra;
Agung Triayudi;
Agus Iskandar
Journal of Information System Research (JOSH) Vol 4 No 2 (2023): January 2023
Publisher : Forum Kerjasama Pendidikan Tinggi (FKPT)
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DOI: 10.47065/josh.v4i2.2972
Information Technology has played an important role as a medium of information and communication in the field of education, one of which is in the Academic Management of Schools. In the world of educational technology it is not only related to the internet but can also be seen from the system or how to teach in schools. At present, the learning process using E-learning can be interactive so that students are able to interact with technology as a learning medium. Web-based learning media (e-learning) is a web that can help educators in the rapidly developing era of information and communication technology development. In this research, the problem that arises in the school environment is that there is no special place for students and teachers to be organized in obtaining learning materials and collecting assignments, documentation of knowledge of learning materials that are not stored properly, so it takes a long time to find the required knowledge back. Therefore used data collection methods, namely the method of observation, interview methods (interviews), and literature study. The Agile method is the most appropriate method used to design this system with the aim that the author can help ease the task of students and teachers in carrying out their duties. The results achieved in making the e-learning application at SDN Tengah 01 KramatJati are that students can understand material without a time limit, consult, take quizzes, upload assignments and can immediately see their learning results in person, while teachers can upload material, create questions and give them directly live.
Sistem Informasi Aplikasi Pemesanan Makanan Restoran Berbasis Web Menggunakan Metode Agile Development
Vendy Blessing Gulo;
Agung Triayudi;
Agus Iskandar
JURIKOM (Jurnal Riset Komputer) Vol 10, No 1 (2023): Februari 2023
Publisher : STMIK Budi Darma
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DOI: 10.30865/jurikom.v10i1.5633
In the digital era today, many restaurants struggle in managing their food orders manually, such as recording orders and making payments. This can cause delays in service and errors in order processing. Therefore, it is necessary to develop an efficient and convenient web-based food ordering system for restaurants. The aim of this research is to analyze and develop a web-based food ordering system for restaurants using the efficient and convenient Agile Development method. This method emphasizes team collaboration, continuous development stages, and adjustment to changes that occur during the development process. This research will use the agile method to develop a web-based food ordering system for restaurants that makes it easier for customers to order food and helps the restaurant manage food orders efficiently. The results of the research show that the customer satisfaction level for the web-based food ordering service is 87%. The average ordering time reaches 3 minutes, making the ordering process easierfor customers. Errors in the ordering process occur around 2.5%, with most of them caused by internet connection issues. The security score of the ordering system is 92 out of 100, indicating a good level of security
Implementasi User Experience Pada E-Commerce Petshop Online
Rian Rasyidhi;
Agung Triayudi;
Agus Iskandar
JURIKOM (Jurnal Riset Komputer) Vol 10, No 1 (2023): Februari 2023
Publisher : STMIK Budi Darma
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DOI: 10.30865/jurikom.v10i1.5630
In the current era of globalization, the use of technology is a necessity in every part of today's life. with the development of technology that is used to facilitate life, especially in transaction activities between sellers and buyers Information systems and information technology are also developing in line with the community's need for information technology, one form of information technology in transaction needs is E-Commerce or electronic commerce. Even before the covid 19 outbreak, e-commerce in Indonesia was able to attract many customers. E-commerce is also one of the main reasons why Indonesia has the largest digital economy in Southeast Asia. Therefore, the influence of the user interface and user experience in making websites plays an important role, so that users can feel comfortable and feel every feature used. In this study, researchers applied the Design Thinking approach to create an online pet shop website, and the results of their research used usability testing using the maze website. At the end of the analysis process, the learning outcomes were 88% and the memory results were 96%. overall result score of 92% for overall UI performance and user experience of online pet shop website
Implementasi E-Commerce Clothing Line Menggunakan Metode Design Thinking dan System Usability Scale
Raihan Abdi Negoro;
Agung Triayudi;
Agus Iskandar
JURIKOM (Jurnal Riset Komputer) Vol 10, No 1 (2023): Februari 2023
Publisher : STMIK Budi Darma
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DOI: 10.30865/jurikom.v10i1.5634
Starting from the idea of wanting to make high quality jeans inspired by great vintage american clothing and vintage motorcycle culture and attitude, Carnivores soul is a clothing line store founded in 2014, which sells heavyweight selvedge denim made by skilled tailors and equipped with hardware good quality. During the observation stage of the Carnivores Soul website to users, there were several users who had difficulty and stopped for a moment when they wanted to sign in and sign up due to the placement of the forms next to each other. Then there is no product category which results in unstructured user experience functionality. The main purpose of making the Carnivores Soul e-commerce website by Pak Fadhil Aryananta is to make it easier for customers from abroad who want to order and buy products from Carnivores Soul. Relying on a website-based e-commerce platform, Carnivores Soul strives to provide the best experience in online shopping activities for users or customers. In order to provide users with the best shopping experience, carnivores soul wanted to redesign its website. The methodology used in this redesign process is the application of design thinking. Design thinking is a human-centred approach to solving problems and generating new innovations. The testing process is run to get feedback using the usability testing stage. This research shows the results of the development of the display design for the carnivores soul site which was carried out using the design thinking method as a design method and the System Usability Scale as a testing method. From the results obtained on the SUS score, a score of "79.6" was obtained which indicated that the carnivores soul website was declared Acceptable and included in the grade B category with a GOOD rating