Nowadays, advances in information and communication technology have had a major impact on various sectors of life, including in the field of trade and e-commerce. However, as it happens in the scope of social media, TikTok Shop is also dealing with challenges and changes. One of the issues that is sticking out and is currently hot is the permanent closure of the TikTok Shop feature that has occurred in Indonesia. This research will carry out several processes starting with data collection, then data labeling, data preprocessing, data sharing, weighting training data, using the Naive Bayes method, and ending with testing. In this study, the results of the implementation that has been made or built are discussed. The method used is the Naive Bayes Classifier Method to classify training data as much as 800 data, which is 80% of the total data. Then, testing is carried out using 200 testing data, which is 20% of the total data. The evaluation results show an accuracy value of 73%. In addition to the accuracy value, this research also recorded the precision, recall, and F1 score values. The classification that appears most often and contributes the highest in these values is the Positive classification as much as 420 data or 42% of the total data used..
 
 

Penafsiran lafadz lamastumunnisa' dalam surat An-Nisa’ ayat 43 telah menjadi sumber ikhtilaf di kalangan ulama fiqih, khususnya dalam mazhab Hanafi dan Syafi’i. Imam Hanafi menginterpretasikan lafadz ini sebagai bentuk kinayah yang mengacu pada hubungan jima’ (hubungan seksual) antara suami dan istri, bukan sekadar sentuhan fisik. Berdasarkan adanya alif dalam kata tersebut, Imam Hanafi berpendapat bahwa lamastumunnisa' mencakup makna yang lebih dalam, menunjukkan hubungan yang lebih intim. Sebaliknya, Imam Syafi’i dalam kitabnya Al-Umm menafsirkan kata lamastumunnisa' sebagai "menyentuh" secara literal tanpa melibatkan hubungan seksual, didukung oleh qiro'at dari Hamzah dan Kasa’i yang tidak menyertakan alif. Metode penelitian yang digunakan dalam kajian ini adalah metode kualitatif dengan pendekatan kajian pustaka (library research). Pendekatan ini memungkinkan peneliti mengeksplorasi secara mendalam pandangan kedua mazhab melalui analisis literatur klasik dan modern yang relevan. Penelitian ini bertujuan untuk mengeksplorasi perbedaan pandangan tersebut dan memberikan wawasan tentang bagaimana metode istinbath hukum yang berbeda memengaruhi praktik ibadah dalam Islam.

Pernikahan dalam Islam bukan hanya sekadar ikatan antara dua individu, tetapi juga melibatkan dimensi sosial, hukum, dan spiritual yang mempengaruhi masyarakat. Proses khitbah atau lamaran menjadi langkah penting dalam pernikahan, di mana batasan melihat aurat perempuan menjadi perhatian utama. Penelitian ini bertujuan untuk menganalisis dan mendalami pandangan Ibnu Hazm dan Imam Syafi'i mengenai batasan melihat aurat perempuan dalam proses pinangan. Penelitian ini menggunakan jensi penelitian kualitatif dengan pendekatan studi pustaka atau kajian literatur. Hasil dari penelitian penelitian ini adalah bahwa Ibnu Hazm memperbolehkan laki-laki untuk melihat seluruh anggota wanita pinangan dan bukan wanita secara umum, sedangkan Imam Syafi'i membatasi pandangan hanya pada wajah dan telapak tangan. Penelitian ini diharapkan dapat memberikan wawasan baru bagi masyarakat Muslim dalam menjalani proses khitbah sesuai dengan prinsip syariat Islam

Tujuan penelitian ini adalah melakukan perbandingan hukum terkait dengan larangan pembuangan sampah di sungai antara negara Indonesia dengan negara jepang. Hal tersebut berlatar belakang negara jepang yang terkenal dengan negara yang bersih dan jarang akan sampah menjadikan contoh perilaku yang seharusnya dapat dijadian suatu pedoman untuk hidup bersih oleh masyarakat indonesia. Type penelitian ini adalah menggunakan yuridis normatif dimana dalam penelitian ini bersumber pada analisis permasalahan dengan melakukan pendekatan yang mengacu pada asas hukum dan norma hukum yang ada di dalam peraturan perundang – undangan terkait. Tipe pengumpulan data bersumber pada acuan data sekunder, dimana dalam data sekunder terdapat bahan hukum primer dan bahan hukum sekunder. Sumber bahan hukum yang dipakai dalam penelitian ini adalah menggunakan data sekunder Metode analisis yang digunakan dalam penelitian ini yaitu menggunakan metode analisis data deskriptif. Permasalahan sampah merupakan hal yang paling berpengaruh dalam kehidupan mausia. Selain berdampak pada kesehatan dan kesejahteran hidup manusia juga berdampak pada ekosistem darat maupun laut. Pembuangan sampah di sungai menjadikan budaya yang dilakukan masyarakat Indonesia sejak lama. Hal ini perlu dilakukan penegakan kesadaran kepada masyarakat tentang pentingnya mejaga kebersihan lingkungan. Pengaturan hukum di Indonesia terkait pembuangan sampah di sungai telah diatur dalam UU No. 18 Tahun 2008 tentang Pengelolaan Sampah. Berbeda dengan Jepang yang minim akan sampah. Kesadaran masyarakat yang tinggi menjadikan negara jepang dapat mengkondisikan sampah dengan baik. perihal sampah diatur dalam Undang-Undang Pengelolaan Sampah (??????) UU No. 137 Tahun 1970.

This research aims to analyze the discipline of students with special needs (ABK) with a focus on the role of peer influence. The discipline of ABK students is a crucial aspect of inclusive education development, and the role of peers is considered to have a significant impact on their discipline levels. The research method involves a literature review (library research). The results indicate that peer influence can either positively or negatively affect the discipline of ABK students. Peers providing support and understanding can enhance the motivation of ABK students to maintain discipline. On the other hand, peers who are less tolerant or demeaning can hinder the creation of a conducive educational environment. Certain factors such as understanding the special needs of students, teacher training, and family roles have also proven to influence the discipline of ABK students. The importance of integrating inclusive approaches into the school curriculum and the active involvement of peers in supporting ABK students is urgent. In conclusion, this research highlights the importance of understanding and enhancing the role of peers in shaping the discipline of ABK students. By considering factors such as understanding the special needs of students and the role of the family, more effective strategies can be developed to create an inclusive educational environment that supports the discipline of ABK students.

Maahad Tahfiz Al-Qur’an Darul Falah, Selangor, Malaysia, is an institution focused on Qur’an memorization for female students. Due to their intense activities, including memorization requiring high concentration, balanced nutrition is essential for supporting their academic performance and health. However, their nutritional intake has not been fully optimized. Initial observations indicated that some students have limited knowledge of balanced nutrition, which may affect their health and nutritional status. This community service program aimed to raise awareness about the importance of balanced nutrition through education, nutritional status checks, and counseling. The program included three main activities: (1) Nutrition education through lectures and interactive sessions, covering basic concepts of balanced nutrition, the food pyramid, and guidelines from the Ministry of Health Malaysia; (2) Nutritional status checks through height and weight measurements to calculate Body Mass Index (BMI), identifying students' nutritional categories and related issues; and (3) Nutritional counseling, conducted after the status checks, teaching students how to achieve or maintain an ideal weight and offering advice on healthy eating and lifestyle habits. The program, which involved 40 students, found that 60% of them had a normal nutritional status, while some were underweight (12.5%), overweight (20%), and obese (7.5%). The education and counseling sessions helped improve the students' understanding of the importance of balanced nutrition and provided guidance on how to maintain or achieve a healthy weight, supporting their overall health and academic.

The Mayangsari culinary tourism village Semarang was formed in 2018 by a number of people who are members of the Putra Mayangsari Disaster Preparedness Group (KSB Puma) and the Mayangsari Tourism Awareness Group (Pokdarwis Mayangsari). The Semarang City Culture and Tourism Office provided ideas for developing Mayangsari River Tourism by highlighting the potential attractions of river tubing, river education and culinary tourism. The development of the Mayangsari culinary tourism village, which is a finalist in the 2022 great village competition in the creative and innovative village category, still has several things that need to be improved, especially regarding accounting records for culinary tourism. Based on this, it is important to provide education on the importance of accounting records in theory and practice in the Mayangsari culinary tourism village. The approach used in this community partnership program is in the form of giving lectures and tutorials by providing accounting material ranging from recording to preparing financial reports. It is hoped that this community partnership program will increase and sustain economic activities in the Mayangsari culinary tourism village.

Bullying behavior or actions that occur among adolescents have a negative impact on victims and society. Teenagers tend to behave aggressively by bullying others, so that the victim is very intimidated, even greatly affecting the victim's physical and psychological health. The lack of awareness of students, parents, teachers and even the community makes this bullying action increase, so it is necessary to conduct socialization to increase anti-bullying awareness by applying the Pancasila student profile. The targets in this socialization activity are students, parents, teachers and the community in Sukorejo Village, Pemalang Regency. The purpose of this socialization activity is to provide understanding and legal knowledge about anti-bullying awareness, especially among adolescents or students, given the emotional development that affects attitudes and actions in a more aggressive direction. This socialization activity uses an approach method by involving the audience by interacting through discussion and question and answer, which is then evaluated for feedback from the audience, and analyzed in the form of a journal so that it can be useful and for learning for the wider community.

The execution of the rehabilitation of military prisoners is carried out through a communicative and accommodating approach, involving direct interaction between officers and military prisoners via counseling or interviews. This aims to listen, accept, discover, regulate emotions, strengthen spirituality, and resolve personal and official issues while fostering dedication, sincerity, responsibility, and loyalty within the Indonesian National Armed Forces environment. The objective of this study is to demonstrate the existing challenges in implementing military prisoner development that need to be addressed and overcome. In this study, the author applied qualitative research employing a descriptive approach to systematically, factually, and promptly gather data in line with the research’s context. The findings of this study demonstrated that the success of rehabilitating military prisoners in military correctional institutions is not solely within the responsibility of the Center for Military Correctional Institutions and the Military Correctional Institution itself. It is also affected by external factors, including the attention and moral support offered by the unit commander from the origin place of the military prisoners. This influence aims to facilitate military prisoners’ transformation into soldiers embodying Sapta Marga values, ensuring their readiness for forthcoming unit responsibilities.

A city is one of the areas heavily populated by people. In Indonesia, there are a total of 98 cities. A city is a complex area because it has various zones such as central zones, industrial zones, and suburban zones. Additionally, a city should also have green open spaces. Green open spaces can help minimize global warming and the greenhouse effect in urban areas. Moreover, cities often grapple with waste issues. Urban residents should develop good mental attitudes and habits, such as not littering. Cooperation between the government, which builds proper and appropriate urban planning by providing green areas, and the public's awareness to maintain city cleanliness by disposing of waste properly, is necessary.