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Penerapan Metode K-Means untuk Mengklasifikasikan Penjualan Produk Olahraga Pada Toko Wan Toys & Sport

Marta Riama Uli Aritonang, Mhd. Anugrah Pramana, Putri Anggraini Dwiyanti
Abstract: Technological advances support digital transformation in sales data management. Wan Toys & Sport stores face difficulty understanding sales patterns, such as the highest sales months and most popular products. This research… rch uses the K-Means clustering method with the CRISP-DM approach to group sports products based on their sales level. The analysis results show that this method is able to divide products into three categories: high, medium and low, thus providing strategic insight for stock management and marketing. Products with high sales are prioritized for stock, while products with low sales are targeted for promotion. This method effectively supports operational efficiency and data-based decision making at Wan Toys & Sport stores.  

Penerapan Naive Bayes Untuk Prediksi Penerima BLT di SD Swasta IT ABI Husni

Ayu Wandira, Nadhilla Rahmadani, Ummi Kalsum
Abstract: The development of information technology provides solutions for increasing efficiency and accuracy in decision-making, such as in determining students eligible for BLT at SD Swasta IT ABI Husni. This study aims to implement… ment the Naive Bayes algorithm to support a more objective BLT recipient selection process. The method used is CRISP-DM, starting from understanding the problem, data preparation, to model implementation. The data analyzed included type of residence, KPS recipients, parents' income, KIP recipients, number of siblings, distance from home and reasons for eligibility for BLT used were data from students of SD Swasta IT ABI Husni in the odd semester of 2024/2025, with a total of 137 data. The results of the study showed that the Naive Bayes algorithm was able to achieve an accuracy level of 98% with precision and recall of up to 100%, proving the effectiveness of the model in minimizing classification errors. In conclusion, the use of the Naive Bayes algorithm can help make decisions that are more targeted, transparent, and fair in the distribution of BLT.

Sosialisasi Pembelajaran Biomathematics di SMP Muhammadiyah 51 Sidikalang Tentang Pemodelan Penyakit

Sisca Sri Dewi Saragih, Sariyani Kudadiri
Abstract: The independent curriculum provides opportunities for educators and students at SMP Muhammadiyah 51 Sidikalang to obtain information. Non-formal education can be obtained by participating in various activities, one of which… ich is socialization outside of school. This socialization provides additional knowledge, it turns out that mathematics and biology can be connected, for example regarding learning Biomathematics which can help model populations from the spread of disease, in this case the model for the spread of Covid-19. The aim of this event is so that educators and students can apply and model the spread of disease and read real phenomena through data. The method used in this event is assistance which helps in explaining the modeling of the Covid-19 disease and analyzing the data so that conclusions can be drawn on the spread of the population so that the spread can be stopped. The results of this event were that 85% of educators and students were able to take part in this socialization by being able to form and model in a simple way the formation of disease models both by analyzing data.

Pelatihan Pengenalan Dasar Public Speaking Bagi Siswa Siswi MAS Al Ma’shum Kisaran

Lubis, Iin Almeina, Parini, Parini, Nata, Andri, Siagian, Nurul Masytha
Abstract: Public speaking is the activity of speaking in front of an audience with the aim of delivering information, providing explanations, entertaining, or influencing the listeners. It also involves conveying messages verbally… in front of an audience, whether in the form of speeches, presentations, lectures, or discussions. Public speaking is a crucial skill in various aspects of life, ranging from education to the professional world. This ability not only helps in academic presentations but also impacts how a person communicates and influences others. At the high school level and equivalent, students begin preparing for the next stage in their education or entering the workforce. Many challenges arise for students when speaking in front of an audience in a formal setting and explaining their presentations. Students face difficulties due to a lack of self-confidence, nervousness, panic, and a lack of mastery over the material they will present. In addition to a lack of self-confidence, other challenges include limited vocabulary, low communication skills, fear of judgment from others, and insufficient preparation. Basic public speaking training at Al Ma'shum High School in Kisaran would be highly beneficial for students to boost their self-confidence, enhance their communication skills, sharpen their critical and logical thinking abilities, and equip them for entering the workforce. The basic public speaking training will involve methods such as self-introduction exercises, role-playing, speech structure practice, impromptu speaking, expression training, intonation and articulation exercises, as well as feedback and evaluation.

Transformasi Metode Pembelajaran di Era Digital

Siddik, Mohd, Nasution, Akmal, Lubis, Adi Prijuna, Handoko, Wiwin
Abstract: The educational approach in Indonesia, especially at Madrasah Tsanawiyah (MTs) Daarussalam, must respond to the challenges of globalization and rapid advances in information technology. This change requires a transformation… ion of the learning system from conventional methods that are oriented toward memorization to an educational model that is more interactive and relevant to the needs of the times. Critical, creative, and adaptable skills are a must for graduates to compete in the dynamic world of work. Integrating digital technology in learning, such as the use of AI-based learning tools and digital platforms such as ChatGPT, has the potential to increase student participation and provide a more individualized approach to teaching. In this context, MTs Darussalam is committed to carrying out transformation by increasing teachers' understanding of educational technology and implementing professional training. By implementing a collaborative and creative digital learning model, it is hoped that students can develop into critical thinkers and problem solvers ready to face future challenges. This transformation is not just a change in methods but an educational investment aimed at building competitive human resources in the global era.

Peningkatan Kualitas Pelayanan Pemandian Air Panas “Citra” Melalui Transformasi Digital Pengelolaan Pondok dan Kantin

Iqbal, Muhammad, Syahputra, Abdul Karim, Handoko, Wiwin
Abstract: Citra Teluk Sibayan Hot Springs is the first geothermal hot spring in Batubara Regency. The hot spring has gained recognition among the public and faces challenges in managing its canteen and lodges. The community service… e program aims to enhance service quality through digital transformation. The initiative is based on the need to improve operational efficiency and visitor satisfaction through technology. The method of the program consists of three phases: first, a needs analysis and design of a digital system for food ordering and lodge management. Second, the implementation of technology, including the development of an application, integration of a payment system, and installation of hardware. Third, staff training to ensure effective use of the system. The initial results of the program show improved record-keeping of canteen sales and visitor satisfaction. The digital payment system accelerates transactions, reduces errors, and streamlines sales tracking. Positive feedback from visitors and staff indicates a better experience and the potential for increased revenue. This program is expected to serve as a successful model for the application of digital technology in managing tourism facilities.

Penerapan RT/RW Net Berbasis Mikrotik dengan Memanfaatkan Kabel FO dan Router di Desa Aek Nagali

Ihsan, Mhd, Efendi, Bachtiar, Siddik, Mohd
Abstract: The advancement of information technology has influenced human perspectives and lifestyles, as well as organizational operations. RT/RW Net provides a cost-effective solution for delivering internet network services, especially… ecially in areas that are difficult to reach by conventional internet networks, such as Dusun VI Persaguan, Desa Aek Nagali. The development of RT/RW Net networks involves underlying factors and methods used for its implementation. This network development employs Mikrotik for network access and bandwidth management, requiring equipment such as FO cables for network transmission, routers as network transmitters, and towers as supports for devices capturing the central network. The stages of developing the RT/RW Net network in Dusun VI Persaguan, Desa Aek Nagali include: determining the network access area from the RT Net server location, identifying the necessary equipment, configuring Mikrotik, and testing the implemented network.

Adaptasi Teknologi Dalam Penguatan Literasi Dan Numerasi Dalam Era Digital Pada UPTD SDN 015861 Bunut Seberang

Siddik, Mohd, Al-Fariqo, Muhammad, Naipospos, Khuzaimah, Pratiwi , Dinda Agus, Pratiwi, Destiana
Abstract: Observations carried out at the beginning of campus education program activities at UPTD Sekolah SDN 015861 Bunut Seberang showed that digital literacy and numeracy skills are very important to improve in the current digital… ital era. Some of the problems identified include low interest in reading, difficulty in simple arithmetic operations, and lack of clarity in the library. Therefore, students have developed several programs to improve digital literacy and numeracy in schools. Recommended programs such as reading fluency, coloring pages, math puzzles, bullying education, library organization, and literacy corners will help students improve their literacy and digital skills. Interactive and varied learning methods aim to increase student interest and participation in the learning process. Apart from that, the use of technology is also an important part of increasing digital literacy and numeracy. Through training, workshops, development of digital educational content, and integration of digital and computing skills into the curriculum, we aim to enable students to develop skills that meet the needs of our time. Through these programs, it is hoped that students will improve their literacy and numeracy skills, help them handle digital information better and prepare them to face the challenges of this digital era. We hope that the results of this Teaching Campus program can provide great benefits for education and the development of students' skills at school.

Deskripsi Kemampuan Membaca Permulaan Melalui Asesmen Diagnostik Pada Siswa Kelas I SDN 014 Tarakan

Danianti, Djuni, Saputra, Ady, Bua, Mety Toding
Abstract: Diagnostic assessment tests for students entering elementary school were conducted once, focusing solely on letter reading. However, teachers did not assess syllable, word, paragraph, or reading comprehension, leading to… ongoing issues in early reading ability among students. This study aimed to describe the early reading ability of the first-grade students at SDN 014 Tarakan through diagnostic assessment in terms of five key aspects: reading letters, reading syllables, reading words, reading paragraphs, and comprehending information from reading. A qualitative descriptive approach was employed in this study. Data were collected through interviews, observations, and documentation. The findings revealed that in the letter reading aspect, 34 out of 55 students were fluent, while 21 were not. In the syllable reading aspect, 27 students were fluent, and 28 were not. In the word reading aspect, 21 students read fluently, while 34 did not. In the paragraph reading aspect, 15 students read fluently, and 40 struggled. In the comprehension aspect, 16 students could understand the content, whereas 39 had difficulties with comprehension. The study also identified several challenges faced by students with reading difficulties. These included poor memorization of letter shapes, frequent errors such as changing, omitting, or misplacing letters, difficulty with long words, limited vocabulary, and lack of concentration while reading.

Perancangan Sistem Informasi Laporan Kegiatan Harian Bidang PPKL Berbasis Website Pada Dinas Lingkungan Hidup Kota Jambi

Retno Pebriana, M.Hanif Adani, Nabilatul Fadliah, Ahadi Joehan, Citra Abdullah
Abstract: Bidang Pengendalian Pencemaran dan Kerusakan Lingkungan (PPKL) Dinas Lingkungan Hidup Kota Jambi masih melakukan pelaporan kegiatan harian secara manual sehingga kurang efektif dan berisiko menimbulkan keterlambatan serta… a kesalahan data. Penelitian ini bertujuan merancang Sistem Informasi Laporan Kegiatan Harian berbasis website untuk mendukung pengelolaan laporan secara lebih efektif. Metode yang digunakan meliputi observasi, wawancara, studi pustaka, serta pengembangan sistem menggunakan metode Waterfall. Hasil penelitian menunjukkan bahwa sistem yang dirancang mampu mempermudah pengelolaan laporan, monitoring kegiatan, serta penyusunan data secara lebih cepat, akurat, dan terstruktur. The Pollution and Environmental Damage Control Division (PPKL) of the Jambi City Environmental Agency still manages daily activity reports manually, resulting in inefficiencies and increasing the risk of delays and data errors. This study aimed to design a web-based Daily Activity Reporting Information System to improve the effectiveness of report management. Data were collected through observation, interviews, and literature review, while the system was developed using the Waterfall method. The results show that the proposed system facilitates report management, activity monitoring, and data processing in a faster, more accurate, and structured manner.