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Polygon: Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Published by Asosiasi Riset Ilmu Matematika dan Sains Indonesia
ISSN : 30326249     EISSN : 30465419     DOI : 10.62383
Core Subject : Science,
Computer Science & IT
Jurnal ini adalah jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam yang bersifat peer-review dan terbuka. Bidang kajian dalam jurnal ini termasuk sub rumpun Ilmu Komputer, dan Ilmu Pengertahuan Alam.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 101 Documents
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Rancang Bangun Sistem Terdistribusi pada Toko Roti Valentine Tanjung Jabung Barat Andrico, Ricky; Hetty Rohayani; Novia, Tri Meli; Amandha, Shandy
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 4 (2024): Juli: Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i4.197

Abstract

A bakery is a business operating in the food sector that sells various kinds of bread and cake products and sometimes they sell drinks, food and products related to the cake and bread industry. Data collection for all aspects of previous sales uses memory and by recording it in books or on paper. This journal was written using a distributed system method. Due to the ineffectiveness of existing data collection, to prevent errors in information collection, this system was created to be a solution to this problem. With the aim of increasing effectiveness, this system was created.
Implementasi Algoritma K-Means Clustering pada Penjualan Sepatu Futsal Merk Specs Silvia Lestari; Muhatri Muhatri; A R Fachrezi; M.Agung.Sutrisno; Muhammad Geovany
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 3 (2024): Mei: Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i3.198

Abstract

Sport is an activity that is popular and needed by all levels of society to fulfill a healthy lifestyle. Sports cannot be separated from the equipment or equipment used to complete the activity. One of the sports that is often popular, especially among teenage boys, is Futsal. Futsal shoes are equipment that is really needed to support the continuity of this activity. Various brands of futsal shoes are often found on the Indonesian market today. One of them is the Specs brand of futsal shoes. .In this case, the author analyzes sales of Specs brand futsal shoes to determine the grouping of product sales. The method that will be used to solve the problem that will be examined is one of the data mining methods, namely the data grouping method using the K-Means algorithm. The K-Means algorithm is a grouping algorithm that can group a number of data into certain data groups. In this research, sales data is grouped into 2 clusters, namely best-selling and non-selling data. This clustering test was carried out using MS Excel with several processes which then produced several groups of sales data on Specs brand futsal shoes and implemented using the Weka application to find the effectiveness of grouping data on sales of Specs brand futsal shoe products.
Pengujian Perangkat Lunak Sistem Informasi Inventori pada Usaha Jasa Pengiriman Paket Rahman Abdillah; Rudi Hermawan; Wawan Hermawansyah; Ibnu Adkha; Heri Arifin
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 4 (2024): Juli: Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i4.199

Abstract

Software testing is one of the aspects in software design methodology. The author conducted research by taking a case study on the inventory stock information system in a goods delivery service business. The testing technique for this information system uses the black box testing method, with the Equivalence Partitioning technique. From the testing results, the author found irregularities in the database and conducted a more in-depth analysis of the class diagram. The diversity of software types suggests the importance of flexibility and improvisation during software testing, such as determining the appropriate test cases, selecting the appropriate testing methods, and determining the suitable testing environment. Software testing should also consider the effectiveness of resources, project scheduling and deadlines, user/client requests, the availability of testing infrastructure, and other parameters that may be more complex.
Pembuatan Iklan Animasi 2D untuk Produk Minuman Isotonik Sebagai Media Promosi Menggunakan Adobe Animate Shodik Permana; Muhammad Sulthon Abdillah; Ina Sholihah Widiati
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.202

Abstract

In the fast-paced modern era, competition in the food and beverage industry has intensified. Consumers are often confused to choose because of the many brands available. Promotional media is important to convey product information effectively. 2D animation emerges as a great choice because it is able to attract attention with creative and memorable visuals. By using dynamic characters and bright colours, 2D animated ads can target a wide range of audiences and demonstrate the use of products in everyday life. The main goal is to build brand awareness and encourage consumers to try the product. This research will create a 2D animated advertisement for an isotonic drink using Adobe Animate, designed to be persuasive and leave a deep impression on the audience. The flow of making this animated advertisement starts from the Pre-production stage, the Production stage and the Post-production stage, by making this advertisement, the delivery of information from a product will become more creative and not monotonous, so that it can be watched by consumers who can get information.
Analisis Sentimen Masyarakat Kota Medan Terhadap Persiapan PON XXI Sumut-Aceh 2024 Menggunakan Metode Naive Bayes Muhammad Suhery; Gema Ramadhan; Abdul Halim Hasugian
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.207

Abstract

The North Sumatra Aceh National Sports Week (PON) which will be held in September 2024 in Papu, North Sumatra has drawn many pros and cons from the public. This topic allows the public to provide criticism, suggestions and opinions regarding the 2024 North Sumatra Aceh PON. Instagram is a popular social media for conveying public opinion. The sentiment analysis process can find and resolve problems based on public opinion on social media such as Instagram. The classification method used in this research is the Naïve Bayes Classifier. Datasets can be obtained from the data crawling process using the Google Chrome extension: IGCommentExport. The data is labeled positive, neutral, or negative. The results of the labeling process showed 770 negative data, 256 neutral data and 920 positive data. Then pre-processing is carried out on the data that has been previously labeled, and a word weighting process is also carried out using TF-IDF. After that, modeling was carried out using the Naïve Bayes Classifier and the final process was evaluation-testing. The high accuracy results from the fourth experiment which compared 90% of the training data with 10% of the testing data resulted in an accuracy of 75%. Meanwhile, the sentiment test results show that positive sentiment is more numerous than negative sentiment and neutral sentiment.
Responsi Siswa Terhadap e-modul Biologi Terintegrasi Nilai – Nilai IMTAQ pada Materi Invertebrata Dinda Putri Afifah; Siti Robiah
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.208

Abstract

This research aims to determine students' responses to the biology e-module integrated with IMTAQ values ​​in the Invertebrate material that was developed. This research is R&D research that uses the modified ADDIE (Analyze, Design, Development, Implementation, Evaluation) model. This research is limited to the Development stage. The sample was determined using purposive sampling technique, and the sample size was 65 students from three schools, namely SMAN 1 Pekanbaru, SMAN 5 Pekanbaru and SMAS PGRI Pekanbaru. Data collection uses student response sheets and analysis uses descriptive techniques. The research results obtained an average of 85.87% from the three schools and were included in the "Very Good" category.
Implementasi Payment Gateway Dan Whatsapp Gateway Pada Sistem Informasi Manajemen Anggota Pengembang Indonesia Berbasis Web Menggunakan Framework Laravel Agung Kusaeri; Irsan Jaelani; Minarto Minarto
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.209

Abstract

Organisasi Pengembang Indonesia berfokus pada penyediaan perumahan bagi masyarakat berpenghasilan rendah (MBR). Namun, pengelolaan data menggunakan Ms. Excel menyebabkan berbagai kendala, termasuk dalam mengelola data anggota, perumahan, produk tagihan, dan laporan periodik. Proses pembayaran manual yang sering terlambat juga mempengaruhi operasional dan reputasi organisasi. Untuk mengatasi masalah ini, diusulkan sistem informasi berbasis Web dengan Framework Laravel. Objek penelitian ini adalah pengembangan sistem tersebut dengan tujuan untuk meningkatkan efisiensi pengelolaan data, keamanan transaksi, dan komunikasi dalam organisasi. Pengembangan sistem informasi ini menggunakan metode Agile dengan pendekatan Scrum. Pendekatan ini dipilih karena memungkinkan iterasi cepat dan umpan balik berkelanjutan dari pengguna. Sistem yang dikembangkan terintegrasi dengan Midtrans sebagai Payment Gateway untuk memfasilitasi pembayaran yang aman dan efisien, serta Wablas sebagai Whatsapp Gateway untuk notifikasi otomatis. Pengujian sistem dilakukan menggunakan metode Black Box, di mana setiap fitur diuji berdasarkan fungsionalitasnya tanpa melihat ke dalam struktur kode. Hasil implementasi menunjukkan bahwa sistem informasi berbasis Web ini memungkinkan admin mengelola data anggota, perumahan, produk, dan tagihan dengan lebih efektif. Fitur-fitur yang disediakan meliputi login, master data, transaksi, pendaftaran anggota, perpanjangan keanggotaan, perumahan, produk, dan laporan. Semua fitur telah diuji menggunakan pengujian Black Box dan berfungsi dengan baik. Dengan adanya sistem ini, diharapkan dapat meningkatkan efisiensi pengelolaan data, keamanan transaksi, dan komunikasi, serta mengatasi kendala yang ada dalam proses pengelolaan data dan pembayaran di Organisasi Pengembang Indonesia.
Proses Pembentukan Identitas Islam Siswa Madrasah Ibtidaiyah dalam Konteks Pembelajaran: Studi Grounded Theory Khairullah Khairullah
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.213

Abstract

Islamic identity is a crucial component in the education provided by Madrasah Ibtidaiyah, serving as a foundation for the formation of character and religious values among students. However, understanding of how students' Islamic identity is formed within the context of learning at madrasah is still limited. This study aims to develop a theory on the process of Islamic identity formation among students using a grounded theory approach. This research employs grounded theory methodology to explore and understand the dynamics of Islamic identity formation among Madrasah Ibtidaiyah students. Data were collected through in-depth interviews with students, teachers, and parents, as well as classroom observations and curriculum document analysis. The data analysis process was conducted iteratively to identify main categories and emerging themes, and to build a comprehensive theory on the identity formation process. The study found that the process of Islamic identity formation among Madrasah Ibtidaiyah students is influenced by a complex interaction between internal and external factors. Internal factors include personal religious understanding and learning experiences, while external factors encompass the influence of the school environment, curriculum, and family support. The findings indicate that students' Islamic identity is shaped through integrated learning experiences, social interactions, and deep personal reflection. This research develops a theory that describes how Islamic identity among Madrasah Ibtidaiyah students is formed within the learning context. The findings provide important insights for curriculum development and teaching strategies aimed at supporting the formation of students' Islamic identity. The implications of this study also highlight the need for stronger support from families and the school environment to facilitate a positive identity formation process.
Perbandingan Aktivasi Otot Trisep pada Kondisi Kontraksi dan Relaksasi Menggunakan Elektromiografi (EMG) Portabel Berbasis Android Hani Nur Endah; Heni Sumarti; Hamdan Hadi Kusuma
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.234

Abstract

EMG is a method widely used to estimate muscle activity and can help understand how muscles interact with each other that affects human movement control. In this study to detect muscle interaction during contraction and relaxation of the triceps elbow muscle. Non-invasive techniques are used in this study to characterize muscle electrical activity. In this study, additional loads were added to the contraction movement to observe whether there was a relationship between changes in muscle activity and the load carried by the muscle in male and female subjects. Signal changes can be read by the microcontroller ADC and then sent to Blynk. This study shows that during the relaxation movement, the subject has an average Vpp value of 0.007 V. When performing the contraction movement, the average Vpp value increases to 0.024 V. When a 2 kg load is added, the average Vpp value increases to 0.027 V. The heavier the load carried, the Vpp value of muscle activity also increases.
Penerapan Metode K-Means Clustering untuk Pengelompokan Minat Konsumen terhadap Pengguna Jasa Layanan pada Kantor Pos Binjai Andrean Samuel Siahaan; Rusmin Saragih; Magdalena Simanjuntak
Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam Vol. 2 No. 5 (2024): September : Polygon : Jurnal Ilmu Komputer dan Ilmu Pengetahuan Alam
Publisher : Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/polygon.v2i5.236

Abstract

This research aims to apply the K-Means Clustering method in grouping consumer interests regarding the use of services at the Binjai Post Office. The Post Office is part of a state-owned enterprise in North Sumatra Province with the main task of providing postal and logistics services. Postal services remain one of the most important means of communication, especially for sending packages, letters, and documents. However, with various services and diverse consumer needs, post offices can provide more effective and relevant services. The K-Means Clustering method is a classification technique based on machine learning algorithms used to identify patterns present in consumer interest data. The data used in this research includes various related variables, namely the type of delivery, total cost, and delivery time. The results of the clustering process conducted using 3 clusters indicate that there is a grouping of consumer data based on preferences for using delivery services. In group 1, there are (21 data points) with a centroid at coordinates (C1) 2; 4.3810; 3.5238. In group 2, there are (124 data points) with a centroid at coordinates (C2) 3; 2.0565; 3.1452. In group 3, there are (387 data points) with a centroid at coordinates (C3) 3.6925; 1.1370; 1.7209. This research shows that the application of K-Means Clustering can enhance the understanding of consumer interests and assist in the development of more targeted strategies to optimally meet needs.

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