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Journal of Data Mining and Information Systems
Published by Yayasan Pendidikan Penelitian Pengabdian Algero
ISSN : 29865271     EISSN : 29863473     DOI : https://doi.org/10.54259/jdmis
Core Subject : Science,
Computer Science & IT
Journal of Data Mining and Information Systems (JDMIS) is intended as a medium for scientific studies of research results, thoughts, and critical-analytic studies regarding research in the field of computer science and technology, including Information Technology, Informatics Management, Data Mining, and Information Systems. It is part of the spirit of disseminating knowledge resulting from research and thoughts for the service of the wider community. In addition, it serves as a reference source for academics in Computer Science and Information Technology. JDMIS publishes papers regularly two times a year, namely in February and August. All publications in JDMIS are open, allowing articles to be freely available online without a subscription.
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 12 Documents
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Penerapan Metode Asosiatif Untuk Menganalisis Pengaruh Penetapan Harga dan Promosi Terhadap Kepuasan Penggunaan Provider Suhairi Suhairi; Aris Kukuh Prasetyo; Ayu Wulandari; Rizki Anggiani Simbolon
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 1 (2023): February 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i1.1432

Abstract

Provider cards definitely have their advantages and disadvantages in the hearts of their users. In every advantage, there must be an effort by business people to maintain it as a product advantage. Then behind the deficiencies, there must also be an extra effort made by businesses to minimize it so that it doesn't become a reason for consumers to switch to other providers. In addition, there are also other efforts made by business providers in terms of competition, such as in the field of pricing and promotion. The right step in setting prices and also choosing a way of promotion will bring entrepreneurs the only choice in the hearts of consumers. Pricing according to quality as well as attractive promotions will usually be able to be the most important thing in business competition. This research will use a qualitative method with an associative method with a population of UINSU students and a sample of 100 students. The final results show which provider is able to win the hearts of consumers and become the most chosen by the provider card users that have been presented by researchers, namely Indosat providers.
Prediksi Pembelian Barang Pada Distributor Lampu Menggunakan Metode Apriori pada PT. XYZ Rudolfo Rizki Damanik; Moyo Hady Poernomo
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 1 (2023): February 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i1.1500

Abstract

Apriori is an algorithm that is widely used to determine the pattern of relationships between products that are often bought together in a store. This Apriori algorithm will be suitable to be applied in the field of determining strategy or promotion. PT. XYZ is one of the Lighting Distributor Companies. One of the problems of the company is the imbalance of stock in the warehouse. So, the purpose of this research is to obtain product purchase predictions from suppliers to maintain stock balance with product solds to customers. The object of this research is the application of apriori algorithm. This research data is in the form of sales transaction data at PT. XYZ. Data analysis using RapidMiner Software by determining the valure of support and confidence. The analysis shows that there are 22 Association Rules with a minimum support 20% and a minimum confidence 50%. This information is excpected to help the company in developing a product purchasing strategy from the supplier.
Rancang Bangun Sistem Informasi Penjadwalan Mata Pelajaran dengan Metode Waterfall Indah Pratiwi; Sri Anardani; Andi Rahman Putera
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 1 (2023): February 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i1.1513

Abstract

Advances in technology that continue to develop make things easier. One application of information technology in the field of education is the existence of a subject scheduling information system. However, until now, the scheduling system at MTsN 03 Madiun still uses the manual method by the curriculum staff. Previously, a joint task distribution meeting was held with the teachers, which then the curriculum staff would confirm the schedule with the instructor, then the admin would supervise one by one the schedules of the teachers who were still empty. Then the schedule needs to be confirmed back to the students. The result of these conditions has an impact on the lack of timely publication of subject schedules which reduces the effectiveness of the learning system. It is not uncommon for errors to occur in scheduling, such as the large number of teaching hours on an inappropriate schedule or subject schedules that clash with other subjects. The schedule that has been made must guarantee that there will be no conflicting schedules, both in hours and instructors. In addition, it takes a long time to make a schedule because the scheduling department needs to adjust the availability of space and teachers. Therefore we need a subject scheduling system that can simplify and minimize errors that occur when preparing schedules. In this study, the method used when collecting data was the observation method, interview method and literature study. In addition, the software development method used was the waterfall method. This system was designed and built using MySQL and PHP as database storage. This subject scheduling system can facilitate curriculum staff and teachers in managing subject schedule information.
Sistem Pakar Diagnosa Kecanduan Game Online dengan Metode Certainty Factor dan Euclidean Distance Berbasis Web Zaini Agus Setyawan
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 1 (2023): February 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i1.1521

Abstract

The phenomenon of addiction in playing online games is very serious and requires early prevention. Addiction to online games if it is late in handling it has a negative impact on everyday life. Based on these problems, an expert system is needed to diagnose the level of online game addiction based on the symptoms experienced. This study aims to determine the level of addiction by analyzing data using the Certainty Factor method, which is a method for managing uncertainty in a rule-based system. Meanwhile, the use of the Euclidean Distance method aims to determine the shortest distance between two data, in designing the system using XAMPP as a local server that provides the PHP programming language and phpMyAdmin to manage the MySQL database. The method used is the RAD (Rapid Application Development) method. Testing using black-box testing results shows that the function of the system can run well as a whole. This research produced output in the form of an Expert System for Diagnosing Online Game Addiction Symptoms with the Certainty Factor Method and Web-Based Euclidean Distance where this website is expected to make it easier for users or online game players to diagnose the level of addiction in playing online games.
Sistem Pendukung Keputusan Untuk Pemilihan Hotel di Kota Medan Dengan Menggunakan Metode Simple Additive Weighting Stanley Tjokro; Romindo Romindo
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 1 (2023): February 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i1.1523

Abstract

The increasing number of tourist locations in the city of Medan has led to growth in the arrival rate of tourists from abroad, and this has caused the hotel business to also increase rapidly. Even though the hotel business is increasing rapidly, not all tourists want to choose any hotel in the city of Medan, because tourists will still pay attention in terms of price, service, location, stars, and cleanliness, even though there are at least 177 hotels in the city of Medan. To overcome the problem of choosing the right hotel, a decision support system will be made to assist users in selecting hotels, and the system will be designed using the Simple Additive Weighting (SAW) method, which will produce alternatives according to the criteria, values, and weights that have been determined. determined by the users. In collecting data for the system, methods such as surveys, field observations, interviews, and literature studies based on official documents will be used. This website-based decision support system generates output in the form of hotel rankings from highest to lowest level.
Peran User-Centered Design terhadap Perancangan User Experience Aplikasi Community Marketplace Mario Yaputra
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 1 (2023): February 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i1.1525

Abstract

Today, User Experience (UX), which is a very important component for interacting in an application, actually brings difficulties to its users. User Experience (UX) has the goal of making it easier for users to solve the problems they want to solve, as well as providing directions and illustrations for users so they don't experience difficulties and misunderstandings when using an application. PT. XYZ is a company engaged in providing community marketplace websites. From the problems faced by the market, the limitations of the platform often make users experience difficulties in communicating, as well as accessing and managing information about the desired activity. Therefore, a prototype design was carried out using a user-centered design approach and usability testing methods with the aim of digging up information about the needs of the users. The usability score and prototype design of the website obtained from the final research results will be used to design a website prototype that can assist users (hosts & guests) in collecting participant data, as well as accessing and managing information of interest until the end of the event. The final results of the research show that the process of designing a website prototype using a user-centered design approach produces a usability score of 93.06 or 95.2% through the usability testing method.
Manajemen Layanan Teknologi Informasi Perusahaan Perseroan Menggunakan Information Technology Infrastructure Library Service Operation: Literature Review Callista Tjonadi; Khellyn Viorensa Wijaya; Vanesia Roselin; Vellyn Natalie; Ade Maulana
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 2 (2023): August 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i2.1611

Abstract

At this time, information technology is growing rapidly in various business fields. To provide good service, IT Service Management is implemented. Service Management can provide value to be implemented by companies, one of which is by implementing the ITIL framework which consists of several services but in this journal will focus on Service Operations. The research method applied is qualitative research which analyzes the data in depth. From the results of the research conducted, it is known that there are several companies that have not implemented Service Operations optimally, even so Service Operations still have a role within the company. The processes contained in Service Operations such as Event Management, Problem Management, Incident Management, Request Fulfillment, and Access Management have an important role so that the systems within the company's companies run according to the goals and wishes of customers, there are implementations made to assess IT service operations which will show the maturity level of existing processes, some create strategies using Customer Relationship Management, some create SOPs using the PDCA method, and some implement Service Operations by improving services.
Rancang Bangun Aplikasi Akuntansi Pinjaman Anggota Koperasi Kencana Cirebon Safitri Akbari; Suwandi Suwandi; Turini Turini; Willy Eka Septian
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 2 (2023): August 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i2.1676

Abstract

One of the activities in the Employee Cooperative is to provide credit loans to its members, in accordance with one of the goals of the Cooperative establishment, namely to provide welfare for members. The purpose of this research is to make a loan accounting application for members of the Kencana Cooperative, Cirebon City. The object of this research is the Kencana Cooperative, which is a cooperative owned by the National Population and Family Planning Agency (BKKBN) of Cirebon City. Data collection techniques that the author uses in this study are interviews, observation and literature study. Applications made using PHP programming (Hypertext Preprocessor) while for data storage using MySQL database. This research is very useful for the Kencana Cooperative of Cirebon City, because it can produce an accounting application that can be used as an internal control tool in terms of recording loans for cooperative members. This application can record all cooperative employee loan activities. The limitation of this research is that this application has not been able to make financial reports of the Kencana Cooperative, such as the Balance Sheet and Profit and Loss Statements. This research can contribute to the author, the Kencana Cooperative and the readers. This research focuses on the field of computerized accounting, so that writers and readers can add insight in the field of computerized accounting
Mengetahui Tingkat Kekuatan Karakter Klee pada Game Genshin Impact Menggunakan Metode Klasifikasi dengan Algoritma Naïve Bayes M. Faskal Putra Pratama
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 2 (2023): August 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i2.1710

Abstract

Video games are a form of interactive entertainment played via electronic devices such as computers, game consoles, smartphones, or tablets. Video games usually involve players in a virtual experience where they control characters or objects in the world created in the game. For example, genshin impact is played by many people because it has characteristics and uniqueness in the game, such as the combination of elements in each character, an interesting storyline, and much more. This study aims to assess a character based on the attributes possessed by the character whether it is strong or weak by using the naïve Bayes method. Through the classification carried out, the object to be chosen is a character named Klee to assess whether the character is strong or weak.
Studi Kasus Asosiasi Pembelian Produk Teknologi pada Toko Elektronik dengan Metode Apriori Muhammad Mushleh; Gusmelia Testiana
JDMIS: Journal of Data Mining and Information Systems Vol. 1 No. 2 (2023): August 2023
Publisher : Yayasan Pendidikan Penelitian Pengabdian Algero

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54259/jdmis.v1i2.1718

Abstract

This study aims to analyze the purchase pattern of technology products in an electronic store using a priori method. A priori method is a data analysis technique used to identify associative relationships between various items in a dataset. In this study, data on purchase transactions of technology products from electronic stores becomes a database to be analyzed. The results of this analysis are expected to provide useful insights for electronic stores in developing marketing strategies and managing product stock. By knowing common buying patterns between technology products, e-stores can optimize product placement in stores, compile relevant promotional packages, and increase customer satisfaction. The research will involve several stages, including preprocessing of data to prepare datasets, implementation of a priori methods to identify patterns of association, and analysis of results to provide relevant interpretations. Through discussion and conclusion, this study will provide an overview of the implications of research results, recommendations for electronic stores, and limitations that may be encountered.

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