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GOLD PRICE FORECASTING USING MULTIPLE LINEAR REGRESSION METHOD

Tyasnurita, Raras, Luthfiansyah, Rifqi Rahmadrian, Brameswara, Muhamad Rayhan
Abstract:   Abstract – Price forecasting is a part of economic decision making. Forecasting the daily rise and fall of gold prices can help investors decide when to buy or sell the commodity. The price of gold depends on many factors… many factors such as the price of other precious metals, the price of crude oil, the performance of the stock exchange, and the exchange rate of currencies. This study discusses gold price forecasting using the multiple linear regression method. The results of this study indicate that the best model is in the data distribution of 70%: 30% for training and testing, with a MAPE of 4.7% Based on these results, it can be concluded that the use of multiple linear regression method produces a fairly good model for gold prices forecasting. Besides, the correlation analysis show that the price of other precious metals greatly influences the price of gold where in this case the silver price whose correlation value is 0.87. Keywords: forecasting, gold investment, multiple linear regression   Abstrak: Peramalan harga merupakan bagian dari pengambilan keputusan ekonomi. Melakukan peramalan terhadap kenaikan dan penurunan harga emas harian dapat membantu investor memutuskan kapan harus membeli atau menjual komoditas. Harga Emas bergantung pada banyak faktor seperti harga logam mulia lainnya, harga minyak mentah, kinerja bursa saham, dan nilai tukar mata uang. Penelitian ini membahas peramalan harga emas dengan menggunakan metode regresi linear ganda. Hasil dari penelitian ini menunjukkan bahwa model terbaik terdapat pada pembagian data pelatihan 70%  dan pengujian 30%, dengan MAPE sebesar 4.7%. Berdasarkan hasil tersebut dapat diambil kesimpulan bahwa penggunaan metode regresi linear ganda menghasilkan model yang cukup baik untuk  peramalan harga emas. Selain itu, analisis korelasi menunjukkan bahwa harga logam mulia lainnya sangat mempengaruhi harga emas dimana dalam hal ini variabel harga perak yang nilai korelasinya 0.87.   Kata kunci: peramalan; investasi emas, regresi linear ganda    

COMPARISON OF DJIKSTRA ALGORITHM AND SPANNING CYCLE DETERMINING SHORTEST PATH

Panggabean, Erwin, Vinsensia, Desi, Tarigan, Wanra, Logaraj, Logaraj, Pratiwi, Tiara W
Abstract: Abstract: Problems that often occur in people with the growth and development of urban areas that change very quickly cause the movement of people or road users to become chaotic as in the Municipality of Medan. People in… n carrying out their daily activities are directly influenced by irregular patterns of human movement, in this case what is meant is an increase in congestion, delays, and others. Therefore we need a system that can make it easier for humans to use road facilities, namely a geographic information system to determine the shortest path using the djikstra method and spanning cycle using graphs as a branch of mathematics and computer science. This research activity plan is carried out in the Medan city area using spatial image data from the Medan city map, spatial data based on google maps, and attribute data. a branch of mathematics and computer science. This research activity plan is carried out in the Medan city area using spatial image data from the Medan city map and spatial data based on google maps. The final result of the research that is expected is that the results of the comparison of the two algorithms are obtained according to the spatial data used, and the results of the research will be published in an accredited national journal article with sinta 4 or better.   Keywords: comparative of djikstra and spanning cycle method; shortest path; spatial  data     Abstrak: Permasalahan yang sering terjadi pada masyarakat dengan pertumbuhan dan perkembangan kawasan perkotaan yang berubah sangat cepat menyebabkan pergerakan masyarakat atau pengguna jalan menjadi semrawut seperti di Kotamadya Medan. Masyarakat dalam melakukan aktivitasnya sehari-hari secara langsung dipengaruhi oleh pola pergerakan manusia yang tidak teratur, dalam hal ini yang dimaksud adalah peningkatan kemacetan, keterlambatan, dan lain-lain. Oleh karena itu diperlukan suatu sistem yang dapat mempermudah manusia dalam menggunakan fasilitas jalan yaitu sistem informasi geografis untuk menentukan jalur terpendek dengan menggunakan metode djikstra dan spanning cycle menggunakan graf sebagai cabang dari matematika dan ilmu komputer. Rencana kegiatan penelitian ini dilakukan di wilayah kota Medan dengan menggunakan data citra spasial dari peta kota Medan, data spasial berbasis google maps, dan data atttributnya. Hasil akhir dari penelitian yang diharapkan adalah diperoleh hasil perbandingan kedua algoritma sesuai dengan data spasial yang digunakan, dan luaran hasil penelitian akan dipublish pada artikel jurnal nasional terakreditasi sinta 4 atau yang lebih baik.   Kata kunci: data spasial ; jalur terpendek;perbandingan metode djikstra dan spanning cycle    

IMPLEMENTASI TEKNOLOGI RFID SEBAGAI SISTEM KEAMANAN SEPEDA MOTOR BERBASIS MIKROKONTROLER ATMEGA 328

Afandi, Adi Mas
Abstract: Abstrack: Motorcycle is one of the transportation tools that are widely used by the people. The community uses motorbikes as a means of daily transportation, whether it's for work, shopping or taking children to school.… On the other hand, of course, theft of motor vehicles, especially motorbikes is increasing. Almost every day motorcycle theft occurs. From these problems, a double security system on a motorcycle is needed. The security system using RFID technology can only be accessed using one e-ID card. RFID technology installed on a motorcycle to provide additional security to avoid theft.   Keywords: e-KTP; Motorcycle; RFID; Security System     Abstrak: Sepeda motor adalah suatu alat transportasi yang sering digunakan oleh masyarakat. Masyarakat menggunakan sepeda motor sebagai alat trasportasi sehari-hari, baik itu untuk bekerja, berbelanja maupun mengantar anak kesekolah. Pada sisi lain, tentunya pencurian kendaraan bermotor, khususnya sepeda motor semakin banyak. Hampir setiap harinya pencurian sepeda motor terjadi. Dari permasalahan tersebut, dibutuhkan sistem keamanan ganda pada sepeda motor. Sistem keamanan dengan menggunakan teknologi RFID hanya bisa diakses menggunakan satu buah e-ktp. Teknologi RFID yang dipasang pada sepeda motor guna memberikan kemanan tambahan agar terhindar dari pencurian.   Kata kunci : e-KTP; RFID; Sepeda motor; Sistem Keamanan

PERANCANGAN SISTEM INFORMASI PENJUALAN CV MITRA TANI MENGGUNAKAN METODE PROTOTYPE

Simamora, Hermanda Ihut Tua
Abstract:   Abstract:  Information technology produces innovation, which can be the initial stage of the success of any business. Many businesses use the sales information system in daily sales. Using a sales information system can… can improve the effective and efficient procedure of working, as well as system easy to generate sales data, price information, inventory data, and invoice. Business process in CV Mitra Tani still manual, where is price information writes on paper and there is no sales data, inventory data, and invoice. Problems using manual business processes faced by CV Mitra Tani are needed a long time to serve customers, there is no data used to know profit loss, and there is no data used to decide between stocking. To solve this problem, CV Mitra Tani will develop a sales information system based on the web.  The features of the build system generate sales data, inventory data, price information, and print invoice. The system will be developed by using prototype methodology dan built-in PHP language, while the database will use MySQL. Based on the research, using a sales information system can be useful to improve the efficiency and effectiveness of the procedure sales business processes, by easily know information price, generate sales data, inventory data, and print invoice.             Keywords: MySQL; PHP; Prototype; Sales Information System;     Abstrak: Teknologi informasi mendorong inovasi dan inovasi adalah jalan menuju kesuksesan sebuah bisnis. Banyak bisnis yang menggunakan sistem informasi penjualan dalam penjualan sehari-harinya. Penggunaan sistem informasi penjualan akan meningkatkan efektivitas dan effesiensi dalam proses kerja, seperti kemudahan dalam menghasilkan laporan penjualan, data inventaris, informasi harga dan cetak faktur. CV Mitra Tani adalah salah satu mini market yang menjual kebutuhan sehari-hari masyarakat. Bisnis proses yang ada di CV Mitra Tani masih manual, dimana informasi harga masih dicatat di buku, tidak ada data penjualan, inventaris dan tidak ada faktur. Masalah yang dihadapi oleh CV Mitra Tani dengan bisnis proses yang masih manual adalah waktu yang dibutuhkan untuk melayani pelanggan lama, tidak ada data yang dapat digunakan untuk mengetahui untung atau rugi, dan ketika melakukan stok barang tidak ada.  Permasalahan tersebut akan diatasi oleh CV Mitra Tani dengan membangun sistem informasi penjualan berbasis web. fitur dari sistem yang akan dibangun adalah menghasilkan data penjualan, inventaris barang, informasi harga, dan cetak faktur. Sistem akan dikembangkan menggunakan metode prototype dan bahasa pemograman PHP, sedangkan databasenya akan menggunakan MyQL. Berdasarkan penelitian, penggunaan sistem informasi penjualan dapat meningkatkan efektitivitas dan efesiensi Cara kerja bisnis proses, seperti kemudahan dalam mengetahui harga, kemudahan menghasilkan laporan penjualan, inventasi dan kemudahan dalam mencetak faktur.   Kata kunci: MySQL; PHP; Prototype; Sistem Informasi Penjualan;

PERANCANGAN APLIKASI PUSH NOTIFICATION BERBASIS ANDROID

siddik, mohd, Nasution, Akmal
Abstract: Abstract:  Push Notification is a service that is widely used for the purposes of notification via short messages on the smartphone. With the Push Notification service, users can be helped in terms of short notice notification.… ication. In the implementation of Push Notification can be utilized in various daily needs such as attendance monitoring, latest news updates, and so forth. Application to be designed is an application that can send Push Notification which will be able to diembangkang in various fields according to user needs. Lack of knowledge in providing information in real time, resulting in information submitted is not up-to-date, so that in various situations and conditions of information provided has been obsolete. Push Notification is one service that can answer the problem so that no more information is not delivered the latest, with the use of this service every update information will be immediately sent as a message notification, so the latest information will not be missed. Push Notification Services are generally widely applied to mobile applications such as Android and iOS. For the use of the largest mobile operating system based on statcounter for 2012 to 2016 in Indonesia is controlled by the Android Operating System. Based on the data the application development Push Notification is applied to the Andoid Operating System as the largest market share today.   Keywords: Applications, Push Notification, Mobile, Android.     Abstrak: Push Notification adalah sebuah layanan yang banyak digunakan untuk keperluan pemberitahuan melalui pesan pendek yang ada di smartphone. Dengan adanya layanan Push Notification tersebut, pengguna dapat terbantu dalam hal yang bersipat pemberitahuan secara singkat. Pada implementasinya Push Notification dapat dimanfaatkan dalam berbagai keperluan sehari-hari misalnya untuk monitoring absensi, update berita terbaru, dan sebagainya. Aplikasi yang akan dirancang adalah sebuah aplikasi yang dapat mengirim Push Notification yang nantinya akan dapat dikembangkang di berbagai bidang sesuai dengan kebutuhan pengguna. Kurangnya pengetahuan dalam memberikan informasi secara real time, berakibat informasi yang tersampaikan tidak up-to-date, sehingga dalam berbagai situasi dan kondisi informasi yang diberikan telah usang. Push Notification salah satu layanan yang dapat menjawab masalah tersebut sehingga tidak ada lagi informasi yang terbaru tidak tersampaikan, dengan penggunaan layanan ini setiap terjadi update informasi maka akan langsung terkirim sebagai pesan notification, sehingga informasi yang terbaru tidak akan terlewatkan. Layanan Push Notification umumnya banyak diterapkan pada aplikasi mobile seperti Android dan IOS. Untuk penggunaan Sistem Operasi mobile terbesar berdasarkan statcounter untuk tahun 2012 sampai 2016 di Indonesia dikuasi oleh Sistem Operasi Android. Berbasarkan data tersebut pengembangan aplikasi Push Notification ini diterapkan pada Sistem Operasi Andoid sebagai pangsa pasar terbesar saat ini.   Kata Kunci:    Aplikasi, Push Notification, Mobile, Android.

Ungkapan Cita Rasa Nasi Tutug Oncom di Era Global

Karenina Rusli, Agnes, Setiawan, Audy, Surjarehardja, Candy, Cantika Soraya, Elsa
Abstract: Nasi tutug oncom is a traditional Sundanese dish, which is not only a food but also reflects the rich culture and life of the Sundanese people. The purpose of this study examines the uniqueness of nasi tutug oncom and how… w this dish acts as a tool to express the values, identity, and social dynamics of Sundanese society that continues to evolve in the midst of globalization. The method used is descriptive qualitative method with data acquisition through literature study, interviews with culinary experts and the community, and analysis of how tutug oncom rice is presented in various media, this research tries to reveal the deep meaning behind tutug oncom rice. The research sample is tutug oncom rice. The results show that nasi tutug oncom is more than just food; it symbolizes the hospitality, local wisdom and food security of the Sundanese people. The process of making it, serving it, and eating it, is full of meanings that reflect the values of mutual cooperation, simplicity, and respect for nature. In this era of globalization, nasi tutug oncom faces both challenges and opportunities. On the one hand, this dish can become an Indonesian culinary icon that can be recognized worldwide. However, on the other hand, nasi tutug oncom is vulnerable to changes that can eliminate its uniqueness and original characteristics. This research suggests the importance of preserving and developing nasi tutug oncom without sacrificing its cultural and philosophical significance. Overall, this research shows that food is not just a daily necessity. Through nasi tutug oncom, we can see that food has deep social and cultural aspects, which are important for preserving local cultural diversity.

Political Branding via Social Media: Analyzing Computer Mediated Communication of 2024 Presidential and Vice Presidential Candidates on Instagram

Sandika Rhamadona, Panuju, Redi
Abstract: The digital era has significantly transformed lifestyles, particularly in Indonesia, where computer-mediated communication (CMC) now plays a prominent role in human interactions. In public spaces, individuals often prioritize… itize their digital devices over engaging with those around them. The rise of the internet generation has integrated media and communication into essential elements of daily life. This study focuses on the analysis of hashtag trends related to general elections, such as #capres2024, #cawapres2024, and #pemilu2024, on Instagram, and their influence on user perceptions. It examines the role of hashtags in CMC practices on Instagram during electoral periods. Through the analysis of seven samples, the study reveals that while certain posts align with the electoral purposes of the hashtags, others use these hashtags for visibility without relevance to the elections. The research underscores Instagram’s potential for reshaping political branding and enhancing voter engagement. It demonstrates that the strategic application of hashtags, combined with high-quality visuals and interactive features, can amplify the visibility and impact of political messaging. By integrating CMC and political branding theories, this study presents a framework for understanding how digital tools can foster a more engaged and informed electorate.

Fried Chicken's Small Micro-Venture Revenue Increase Strategy Through Digital Media

Lesmana, Teguh, Rohimah, Iim, Selasi, Dini
Abstract: This study aims to explore the implementation of digital media and sales strategies that contribute to increasing the income of fried chicken MSMEs players in Sedong Village, Sedong District, Cirebon Regency. The research… h method used is descriptive qualitative, with data collection through observation, interviews, and questionnaires. The respondents of the study consisted of fried chicken MSMEs players in Sedong Village. The results showed that the application of digital media, especially through WhatsApp and Facebook applications, had a positive effect on increasing the income of fried chicken MSMEs players. Sales activities that were originally word-of-mouth developed by utilizing digital media. The use of WhatsApp and Facebook not only expanded the range of product information, but also increased sales volume from 30-50 chickens per day to 70-100 chickens per day. Daily net profit also increased significantly, increasing from Rp. 150,000 - Rp. 200,000 to Rp. 300,000 - Rp. 400,000. Although the application of digital media has a positive impact, MSMEs players have also experienced some negative impacts. Additional expenses to buy data packages or internet quotas are one of the obstacles. In addition, concerns about product imitation by competitors and the presence of fictitious purchases are also felt. The conclusion of this study is that the application of digital media, especially through WhatsApp and Facebook, can be an effective strategy in increasing the income of fried chicken fried chicken MSMEs. However, MSMEs players need to consider negative impacts, such as additional costs and more intensive competition, in utilizing digital media as a sales tool.

Daily Peak Load Forecasting At PT. PLN Uses Anfis(Adaptive Neuro-Fuzzy Inference System)

Susatyo Handoko, Karnoto Karnoto
Abstract: The demand for electrical energy continues to rise with the progression of time. This growth must be matched by a reliable and cost-effective supply of electricity, requiring power systems that are both dependable and economical.… onomical. Since the amount of electricity consumed by users cannot be precisely predicted, balancing generation with consumption necessitates accurate electrical load forecasting. This study focuses on load forecasting using the Adaptive Neuro-Fuzzy Inference System (ANFIS) method. The forecast developed targets daily peak loads, which fall under short-term load forecasting. The data used for this forecasting consists of historical daily peak loads from January 1, 2017, to June 9, 2022. The forecasting process involves parameters such as radius, squash factor, accept ratio, reject ratio, and epoch. The forecast accuracy is evaluated using the Mean Absolute Percentage Error (MAPE) metric. The results are then compared with PLN’s load forecasting, which employs the load coefficient method. The ANFIS-based forecasting achieved a MAPE of 1.879%, using networks Jaringan_24 and Jaringan_25. This MAPE value is slightly lower than PLN’s load forecasting MAPE of 1.917%, indicating better accuracy by the ANFIS method.

An Analysis of Denotative and Connotative Meaning in Students’ Utterances in the Campus Environment

Moria Afriani Stefani Silaban, Bernieke Anggita Ristia Damanik
Abstract: This research is designed to examine how students use both denotative and connotative meanings in their everyday utterances within the campus environment. In daily communication, students do not rely solely on literal meanings;… anings; instead, their language often conveys implied messages shaped by context, cultural background, and patterns of social interaction. To explore this phenomenon, the study applies a qualitative descriptive approach, focusing on naturally occurring conversations among students in various campus settings. Data were collected through careful observation and documentation of students’ spoken interactions, allowing for an in-depth understanding of how meaning is constructed in real-life situations. The results indicate that students actively employ both denotative and connotative meanings in their speech. However, connotative meanings appear more dominant, particularly in informal contexts such as casual conversations with peers. This tendency highlights the role of language as a flexible and dynamic tool for expression. Furthermore, the frequent use of connotative language demonstrates students’ creativity in conveying ideas, emotions, and attitudes. It also reflects how language functions as a marker of social identity, helping students build relationships and express group belonging within the academic community.