KPRI KOKARNABA Baturraden faces challenges in managing increasingly complex sales data, particularly in identifying the most in-demand products to maximize profit. This study aims to analyze sales patterns using the Naïve Bayes algorithm as a probability-based classification method. The collected sales data were analyzed to identify categories of best-selling and less popular products within the cooperative. The results indicate that the Naïve Bayes algorithm has an accuracy rate of 77.56% in predicting product categories. This research is expected to assist the cooperative in optimizing stock management and improving member satisfaction.

Pesatnya perkembangan teknologi digital saat ini tentu saja berimbas pada dunia pemasaran. Tren pemasaran beralih dari yang semula dilakukan secara tradisional, berkembang menjadi pemasaran secara digital. Hal ini tentu menimbulkan biaya yang lebih besar dengan jangkauan yang terbatas jika dibandingkan dengan penggunaan teknologi digital yang tepat.  Kemudian kurangnya kemampuan pelaku UMKM di Kelurahan Bojongsalaman Semarang dalam pemasaran produk membuat beberapa anggota UMKM belum menemukan cara menjual barangnya dengan tepat. Padahal produk yang dihasilkan sangat menarik dengan kualitas yang terjamin. Tujuan kegiatan PKM ini adalah memberikan pelatihan untuk meningkatkan kemampuan para pelaku UMKM dalam hal teknologi digital dan memberikan pelatihan untuk pemasaran produk dengan membuat konten media sosial yang menarik untuk calon konsumen. Oleh sebab itu, tim pengabdian kepada masyarakat melakukan kegiatan Pelatihan Digital Marketing Dan Pemasaran Produk Pada Kelompok UMKM di Kelurahan Bojongsalaman Semarang. Kegiatan pengabdian kepada masyarakat akan dilaksanakan dalam bentuk pelatihan pemasaran dengan mengenalkan pemasaran digital untuk efisiensi biaya pemasaran. Selain itu, kegiatan akan dilakukan pre-test dan post-test untuk mengetahui peningkatan kemampuan pelaku UMKM dalam penggunaan media pemasaran. Hasil pengabdian memperlihatkan peningkatan pengetahuan dan kemampuan pelaku usaha dalam memahami dan menggunakan teknologi digital dan social media. Terdapat beberapa pelaku UMKM yang sudah memanfaatkan teknologi digital, namu masih banyak yang tidak menggunakannya karena kesusahan dan tidak mengguasainya. Penguasaan teknologi digital dengan penggunaan media pemasaran digital yang tepat, akan membuat efisiensi biaya pemasaran dicapai serta jangkauan pemasaran yang lebih luas oleh masing-masing anggota kelompok UMKM.

Highland areas are usually identical to agricultural areas, with abundant produce in the form of vegetables. On the other hand, the community's view of the highland area is considered insufficient in meeting the need for fresh fish, considering its distance from the sea. One of the highlands in Central Java Province that is quite widely known is Wonosobo Regency, where one of the areas has the potential to be a tourist area, namely the Dieng Plateau. If seen from a distance, Wonosobo Regency is quite far from the Java Sea and the Indian Ocean; besides being a highland area, its location is in the middle of Central Java Province. As a highland area, Wonosobo Regency differs from other hilly environments, especially in managing water resources in its residential areas. The management of water resources ultimately fosters a conservative environmental architectural design. The research aims to reveal how the process of forming settlements with wise and regenerative architectural design harmonizes the environment. An exploratory qualitative research method is used to answer the research objectives. The research location is in several neighborhoods in Wonosobo Regency, around the bottom of the Dieng plateau. The results of the study show that the design of residential houses in several residential areas of Wonosobo Regency uses the method of intercropping in the "back area," which is distinguished between the water source and the remnants of Bathing, Washing, Toilet (MCK) activities. Architectural design is a form of normative local wisdom passed down from generation to generation by the next generation so that the preservation of the "intercropping house of Wonosobo" runs well. In addition to the design of the house, each water distribution channel (water source and toilet residue) that crosses the settlement is also neatly arranged so that it can be well maintained without damaging the environment. Based on the research results, it can be concluded that the design of houses and settlements in Wonosobo Regency is a form of conservative architectural locality.

The study aims to explore students’ critical views on the development of media, especially television and radio, through their poems. The respondents were 17 students attending Introduction to Pop Culture course. Utilizing Hanauer’s meaningful literacy concept (2012) this qualitative case study investigated respondents’ perceptions towards media development and its impacts. Major themes found in the study showed that students expressed (1) nostalgia with the media (2) critical views of the content of the media (3) Media as the source of comfort and connection (4) disillusionment with the media, and (5) media evolution and its impact. This study also highlighted the possibilities of integrating literature, especially poem, in the language classrooms in the context of English as a Foreign Language (EFL) to encourage students’ critical thinking.

In accordance with National Land Agency Regulation No. 1 of 2021, this study investigates the adoption of electronic land certificates. The need to enhance land services in Indonesia, especially in the fight against the land mafia and the settlement of intricate agrarian disputes, is what makes this research so urgent. Creating an electronic certificate system is essential to updating public services in light of the rise in fraud and land ownership disputes. Significant obstacles stand in the way of digital transformation in land management, nevertheless, such as the requirement for a strong legal framework and prepared infrastructure. The novel aspect of the study is its evaluation of infrastructure preparedness for electronic certificates, a topic that has received little attention in earlier studies. The responsive law theory of Philippe Nonet and Philip Selznick is used in this analysis to emphasize how crucial adaptable legal frameworks are for addressing societal shifts. The results indicate that increasing digital infrastructure and raising public understanding of land technology are essential to the success of electronic land certificates. This invention has the potential to improve confidence in the National Land Agency and expedite the settlement of land disputes. According to Indonesian law, both paper and electronic documents are legitimate; nevertheless, for long-term use, rules pertaining to data security, technology, and public education need to be strengthened. The digital revolution of land administration requires cross-sector cooperation.

Marriage in the Christian context is considered sacred because it is established by God as a depiction of the union between Christ and His church. However, the current reality shows a lack of holiness in Christian marital relationships. This writing addresses this issue by referencing biblical texts and the realities of Christian life. This paragraph explores theological views on the husband – wife relationship, emphasizing the importance of Christ's love and humility in marriage, as taught in Ephesians 5:22-25. Additionally, it highlights the importance of premarital counseling in preparing couples for the challenges of marriage. Psalm 90:10 is also used as a guide for facing difficulties and suffering in life. By considering biblical guidance and life realities, this writing emphasizes the importance of involving God in every aspect of marital life. The research method used is a theological approach, examining various biblical texts connected to Ephesians 5:22-25 and theologians' interpretations.

The purpose of this study was to determine the level of physical fitness of students in public elementary schools in cluster 6-10 phase c in Sukun District, Malang City. This research is a survey research, using quantitative descriptive methods, the instrument used in collecting data is the Indonesian Student Fitness Test (TKSI). The study sample involved 95 public primary school students of cluster 6-10 phase c in Sukun District, Malang City. The results of the study showed that the 95 students of public primary schools of cluster 6-10 phase c in Sukun District, Malang City as a whole showed that the 40 Meter Run Test was dominated by the “Very Poor” category with 58 (fifty-eight) frequencies. The 8x10 Meter Shuttle Run Test is dominated by the “Excellent” category with 37 (thirty-seven) frequencies. Child Ball Test is dominated by the “Excellent” category with 44 (forty-four) frequencies. Dynamic Balance Test was dominated by the “Good” category with 53 (fifty-three) frequencies. Vertical Jump Test was dominated by the “Moderate” category with 42 (forty-two) frequencies. Hand Touch Reaction Test is dominated by the “Poor” category with 34 (thirty-four) frequencies. With this, the researcher hopes that public elementary schools in cluster 6-10 in Sukun District, Malang City will pay more attention and try to increase the overall level of physical fitness of students.

The shipping industry is closely related to economic growth in various countries. This transportation is very dependent on export and import activities. As the country's economy improves, especially in Asia, the maritime transportation business in Indonesia will also develop. The pattern of sending goods via sea transportation has changed, especially in terms of bulk transportation. which demands modern technology such as automation and intelligent control systems. This research aims to design and develop Android-based spreader control using Arduino Mega 2560 on a floating ship. This project is designed to increase efficiency and ease of operation in the loading and unloading process on ships, which previously still used manual control with a remote control or joystick which had limitations such as limited visibility. In this research, the spreader control system is connected to an Arduino Mega 2560 microcontroller via the HC-05 Bluetooth module, allowing the operator to control the spreader via an Android device. Test results show that data is obtained at a distance of 1 to 13 meters, the Android-based spreader control system shows a response time ranging from 1 to 9 seconds, which shows that the system is functioning properly. At a distance of 14 to 19 meters, the response time increases to 18 seconds, indicating quite good system performance. This shows that there is quite significant latency in data transmission. However, the system still managed to carry out spreader control well. At 20 meters, the system failed to respond to the spreader control. This shows that the effective range of this Bluetooth module is below 15 meters. This research makes a significant contribution to the development of automatic control technology in the shipping industry, especially in the use of intelligent control systems integrated with mobile devices.

Damage that occurs to manufactured goods can occur due to several things, such as in the manufacturing process, in the packaging process or during the delivery process. To find out where when the goods were damaged and the factors causing the damage to the goods as well as the efforts made to reduce the damage to the goods, an investigation was carried out at the time of unloading the goods, to find out where the damage to the goods occurred so as not to harm the recipient of the goods if they received the goods in damage condition.Based on multiple linear regression analysis, the results obtained are Y = 3.133 + 0.044 X1, + 0.402 X2 + 0.299 X3 + . Partial test results of machine (X1), material (X2), man power (X3) have a positive and significant effect on damage goods. It is proven by the results of the comparison of the value of t count with t table and with a significant level comparison of 5% (0.05) where the machine variable t count (0.413) < t table (1.98609), material variable t count (3.142) > t table (1.98609), variable man power t count (2.990) > t table (1.98609). The R2 test of machines, materials and man power gave a significant effect on damage goods by 43.6%, while the remaining 56.4% was explained by other causes outside the model variables that were not examined.

Carrying out this study aims to determine the value of physical fitness related to skills in students at SDN Gugus 1-4, Kedungkandang District, Malang City, because there is no data related to physical fitness and sports teachers have never measured students' physical fitness levels. This research method uses quantitative descriptive methods with survey techniques. The subjects taken in this research were 95 students using the Proportionate Stratified Random Sampling technique. The Indonesian Student Fitness Test (TKSI) is the instrument used in this research. Descriptive statistics in this study were used to analyze the data. The results of the study concluded that 53.47% of students from Gugus 1-4 State Elementary School, Kedungkandang District, Malang City were dominant in the poor category, with details of 6.74% or 8 students in the good category, 31.58% or 50 students in the medium category, 14.70% or 35 students in the poor category. , 0% or 2 students are classified as very poor.