This research aims to increase efficiency in monitoring student attendance at Madrasah I'dadiyah Salafiyah Syafi'iyah by utilizing the K-Means Clustering analysis method. Monitoring student attendance is still carried out conventionally, so it often takes time and is less effective in identifying overall student attendance patterns. For this reason, in this research, student attendance data collected from the madrasa attendance system was analyzed using K-Means Clustering, a machine learning technique that can group students based on their attendance patterns. This process produces several groups which make it easier for the madrasah to identify students who frequently attend, rarely attend, or frequently do not attend. In this way, madrasas can take more appropriate steps in dealing with attendance problems, such as paying special attention to students who are often absent. The results of this research indicate that the application of K-Means Clustering can increase the efficiency of attendance monitoring and provide a stronger basis for decision making to improve the attendance system at the I'dadiyah Salafiyah Syafi'iyah madrasah.

The maritime industry operates in a complex, rapidly evolving global environment where decision-making accuracy is critical for operational efficiency, sustainability, and risk mitigation. Traditionally, maritime leadership has relied heavily on experience-based decision-making, often leading to cognitive biases and strategic inefficiencies. This study examines the role of scientific paradigms in managerial decision-making, emphasizing how structured epistemological reasoning enhances strategic accuracy and reduces decision-making errors. This research provides original value by addressing the limited integration of structured decision-making models in maritime leadership, which has been largely overlooked in previous studies. While scientific reasoning has transformed decision-making in industries such as finance and healthcare, its application in maritime management remains underdeveloped. The study explores the following research questions: To what extent do scientific paradigms influence managerial decision-making in maritime leadership? How can structured reasoning reduce bias and improve decision accuracy? Using a qualitative approach, semi-structured interviews were conducted with maritime experts, lecturers, and postgraduate students, followed by thematic analysis and comparative evaluation. Results indicate that structured decision frameworks significantly improve managerial effectiveness, yet barriers such as industry conservatism and limited competency development hinder widespread adoption. The study concludes that integrating scientific reasoning into maritime leadership training programs can enhance decision accuracy, promote evidence-based management, and ensure sustainable strategic planning.

Anti-corruption education is one of the important elements in building the character and integrity of the younger generation. Given the negative impact of corruption that damages the country's social, economic, and political order, this education is an effective preventive means to avoid corrupt practices in the future. This paper aims to explore the concept of anti-corruption education, its role in shaping a generation with integrity, as well as its challenges and implementation strategies. The concept of anti-corruption education involves teaching the values of ethics, honesty, and responsibility that must be instilled from an early age. This education must be applied consistently through formal and non-formal curricula, and involve various parties, including educators, the government, and the community. The challenges faced in the implementation of anti-corruption education include a lack of understanding and awareness of the importance of this education, as well as a culture of corruption that has been internalized in various sectors of life. To overcome these challenges, it is necessary to adopt various implementation strategies, such as the use of technology and social media, as well as collaboration between educational institutions and civil society organizations. Through effective anti-corruption education, it is hoped that a young generation can be created who have integrity, are able to prevent corruption, and contribute to the development of a clean and transparent country.

Environmental licensing in the housing sector plays an important role in ensuring that housing development is carried out in compliance with applicable environmental regulations. With the rapid development of the housing sector, it is important to ensure that licensing is carried out with sustainability principles that take into account the impact on the environment. This article examines the role of environmental licensing in the housing sector, the challenges faced in its implementation, and the importance of a sustainable approach to the licensing process to encourage environmentally friendly development

Program Pengabdian kepada Masyarakat (PKM) bertujuan untuk menganalisis dan mengeksplorasi implementasi pelatihan manajemen pengelolaan sedekah sampah rosok sebagai upaya untuk mendukung operasional Musolla Al-Ikhlas di Desa Guyangan, Kecamatan Godong, Kabupaten Grobogan. Konsep sedekah sampah rosok menjadi solusi kreatif dalam mengubah sampah yang selama ini dianggap sebagai limbah menjadi potensi ekonomi yang bermanfaat. Melalui program pelatihan ini, masyarakat desa atau jamaah musolla Al-Ikhlas diberikan pemahaman mengenai cara mengumpulkan, memilah, dan mengelola serta mmemasarkan sampah rosok (sampah non-organik seperti plastik, botol, kaleng, besi, kertas dan lainnya) agar dapat dijadikan sumber daya yang berguna. Sampah rosok yang terkumpul akan dijual untuk mendukung kebutuhan operasional musolla, seperti pembelian peralatan ibadah, renovasi, dan pemeliharaan fasilitas. Metode Pengabdian kepada masyarakat yang digunakan adalah kualitatif dengan pendekatan deskriptif, melibatkan berbagai elemen masyarakat, termasuk pengurus musolla dan warga sekitar. Pengumpulan data dilakukan melalui wawancara, observasi, dan dokumentasi selama kegiatan pelatihan. Hasil penelitian menunjukkan bahwa pelatihan ini berhasil meningkatkan kesadaran masyarakat tentang pentingnya pengelolaan sampah dan bagaimana pengelolaan sedekah sampah rosok dapat menguntungkan baik dari segi ekonomi maupun keberlanjutan lingkungan. Selain itu, pelatihan ini turut memperkuat semangat gotong royong dalam mengelola sumber daya lokal untuk mendukung kegiatan sosial keagamaan, dampak positif lainnya adalah pengurangan volume sampah yang berakhir di tempat pembuangan akhir (TPA). Dari hasil pelatihan ini, diharapkan masyarakat dapat secara mandiri mengelola sampah dan mengoptimalkan potensi sedekah sampah rosok untuk keberlanjutan operasional Musolla Al-Ikhlas. Secara keseluruhan, pelatihan ini diharapkan tidak hanya memberikan dampak positif pada aspek lingkungan dan ekonomi, tetapi juga memperkuat solidaritas sosial antarwarga desa dalam rangka menciptakan Musolla yang mandiri dan berkelanjutan. Kata Kunci: Pelatihan, Manajemen, Sedekah sampah rosok, Operasional Musolla

Kegiatan Tim PkM Program Studi Teknik Informatika Universitas Semarang menyelengarakan pelatihan membuat website dengan WordPress di SMK N 2 Demak. Kegiatan ini di ikuti oleh 35 siswa dan diselengarakan di Laboratorium Komputer SMK N 2 Demak. Sebelum dilakukan kegiatan ini siswa di berikan Pre-Test terkait kegiatan, dimana didapatkan sejumlah siswa masih belum begitu paham tentang website WordPress. Namun setelah dilakukan penjelasan dan praktik membuat website menggunakan WordPress, siswa lebih paham dan mengerti cara membuat website menggunakan WordPress.

Kejadian malaria khususnya yang disebabkan oleh plasmodium falciparum pada remaja khususnya di Papua mengalami peningkatan dengan salah satu faktor pengetahuan, sikap dan perilaku dalam mencegah penyakit ini. Penelitian ini menggunakan pendekatan korelasi analitik pada 61 responden yang diperoleh dengan teknik purposive sampling. Pengambilan data menggunakan kuesioner yang hasilnya dianalisis secara bivariat menggunakan Uji Korelasi Spearman. Berdasarkan hasil penelitian diperoleh bahwa ada hubungan antara pengetahuan dengan sikap pencegahan malaria tropika dengan tingkat yang cukup kuat serta berkorelasi secara positif. Hal ini dibuktikan dengan tingkat pengetahuan remaja dalam kategori kurang yang korelasinya sejalan dengan sikap negatif dalam mencegah malaria tropika. Hasil penelitian ini dapat digunakan sebagai lanjutan untuk penelitian selanjutnya, yang menemukan perilaku atau faktor yang berkaitan dengan pencegahan malaria tropika khususnya pada remaja.

The main issue faced by the community in Pasuruan Regency is the shortage of a safe and adequate blood supply, especially for urgent needs such as accidents, surgeries, or certain illnesses. The Blood Donation Program initiated by students serves as a form of social service aimed at supporting blood stock availability and raising community awareness on the importance of blood donation. The method of implementation includes outreach to students and local residents, and collaboration with the local Red Cross Blood Transfusion Unit (UTD PMI) to ensure strict health standards. Activities include direct blood donation, involving students and residents as volunteer donors. The outcome of this initiative is a significant increase in blood stock for the UTD PMI in Pasuruan Regency, along with a boost in community participation and understanding of the humanitarian value of blood donation as an essential social contribution.

This study aims to examine the reform of Islamic criminal law in addressing corruption cases through the lens of Maqasid al-Shariah (objectives of Islamic law). The urgency of this research lies in the systemic and pervasive nature of corruption, which undermines governance, public trust, and societal welfare, necessitating a legal framework that not only punishes but also prevents corruption in line with Islamic principles. Employing a normative juridical approach, this research analyzes primary and secondary legal materials related to corruption and Islamic law. The findings reveal that Maqasid al-Shariah provides a holistic framework that emphasizes prevention, rehabilitation, and justice, offering a balanced approach to corruption eradication. The novelty of this study lies in integrating Maqasid al-Shariah into Indonesia’s legal system to address corruption's root causes while promoting societal welfare and justice. Reforming Islamic criminal law based on Maqasid al-Shariah can strengthen anti-corruption efforts by focusing on justice, prevention, and societal welfare. This approach contributes to a more holistic and adaptive legal framework, supporting the eradication of corruption in Indonesia.

The purpose of this research is to compare judges' decisions that give different sentences for the same criminal offense. Judges' decisions often provide different sentences for the same criminal offense because the positive criminal system in Indonesia uses an alternative system. This research raises the issue of why there is criminal disparity in the Supreme Court's decision related to the crime of sexual intercourse with a minor and how to reduce criminal disparity related to this crime. The urgency of this research is to find out and explain the imposition of criminal law, compare judges' decisions on the imposition of criminal law, and the impact of criminal disparity in cases of child sexual intercourse which has a serious impact on public confidence in the criminal justice system and the protection of children as a vulnerable group. This research is a normative juridical research using primary and secondary materials. The result of the research shows that: 1) There is a criminal disparity between Supreme Court Decision No. 2184K/Pid.Sus/2022 where the defendant was sentenced to 5 years imprisonment and a fine of Rp. 30,000,000.00 with Supreme Court Decision No. 2199K/Pid.Sus/2022 where the defendant was sentenced to 2 years imprisonment and a fine of Rp. 20,000,000.00. 2) The cause of criminal disparity is a legal factor that does not contain guidelines for the imposition of punishment for the defendant.