Based on Ministry of Energy and Mineral Resources data, regarding the target achievement of mechanical equipment performance in mining companies, PT Bumi Nikel Nusantara has a level of achievement value of equipment performance less than the value set in the Minister of Energy and Mineral Resources Decree No.1827/2018. A mechanical equipment performance value can be achieved by examining ongoing mining activities on one mining front that includes loading and transportation activities. One of the efforts is to know the productive time, calculate the obstacle time and repair time of the equipment in case of damage. The results of the performance for the Use of Availability (UA) parameter of the EHJ Block Mawar pit loading equipment is 74% (not achieved), 71% Pit Mawar transport equipment, pit 3 loading excavation equipment 75% (achieved), and Pit 3 transport equipment 71% (not achieved). While the results of the study of the achievement of productivity of the loading and unloading equipment show the achievement with a value for loading equipment of 76,71% (not achieved) and transport equipment of 65,63% (not achieved). 

This study explores the development of a socio-legal framework for restorative justice (RJ) as an alternative approach to addressing online hate speech in Indonesia. In light of the increasing limitations of retributive legal systems—especially in digital contexts—this research investigates how RJ principles can be applied to digital conflict resolution involving victims, offenders, digital communities, and legal institutions. Using a qualitative descriptive design and a socio-legal lens, data were collected through semi-structured interviews, document analysis, and online observation. Findings reveal a substantial gap between formal punitive mechanisms and the social realities of online interaction. While legal actors tend to adopt retributive responses, digital communities have shown greater alignment with restorative practices, including public apologies, dialogue, and empathy.Four major themes rose to the fore: institutional resistance, psychosocial needs of the victims, grassroots initiatives for restorative justice, and the place of ethical technology in that regard. The most important outcome is an approved Socio-Legal Restorative Justice Digital Framework, which synergistically combines normative legal knowledge, community knowledge, and digital mediation tools. The framework theoretically and practically relates to a socio-juridical lexicon for promoting inclusive, participatory, and transformative justice in cyberspace, with an avenue for implementing and evolving adaptive policy in the future.

The global expansion of ultra-processed meat products (e.g., sausages, nuggets) faces dual challenges: microbiological safety risks from conventional thermal processing and rising consumer demand for clean-label, nutritious options. High-Pressure Processing (HPP) emerges as a promising non-thermal technology to address these concerns by inactivating pathogens while preserving sensory and nutritional quality. However, its industrial adoption is hindered by significant energy efficiency and scalability constraints. This systematic literature review synthesizes recent research to critically analyze these barriers. Methodologically, we conducted a Systematic Literature Review (SLR) using databases such as Scopus, ScienceDirect, Web of Science, and PubMed, focusing on studies related to High-Pressure Processing (HPP) applications in ultra-processed meats. Our analysis reveals that HPP consumes 2.5–3.2 kWh/kg up to 26× more energy than thermal pasteurization primarily due to hydraulic system demands and adiabatic heat dissipation during batch cycling. Scalability limitations stem from batch-based processing (3–7 min/cycle), vessel size constraints (<500 L), and capital costs reaching $2.5 million per unit, resulting in only 18% adoption by large-scale manufacturers. Energy recovery inefficiencies and product matrix variations (e.g., lipid-protective effects in emulsified meats) further exacerbate these challenges. Emerging solutions include semi-continuous systems (35% throughput increase), pulsed HPP protocols (18% energy reduction), and solar-hybrid installations (40% emission cuts), though economic viability remains problematic. We conclude that while HPP offers unparalleled safety and quality benefits, its scalability and energy intensity require coordinated innovations in process engineering, renewable energy integration, and cooperative industry models to achieve sustainable implementation.

This research aims to help MSMEs in Cibalung Village through the creation of a website with features that are specially designed according to the wishes and needs of the MSMEs in the village. The creation of this website involves several respondents in Cibalung Village which includes Farmers, MSME business actors, Housewives, and freelancers. The website that was created is intended as an information media about agricultural cultivation, fisheries and livestock and marketing that can be used to introduce and promote processed products for the community in the village. Data collection was carried out with a survey using a questionnaire with 21 questions and reinforced by interviews. based on the results of interviews and questionnaires obtained with 30 respondents from the entire UMKM population in Cibalung Village.

Desa Keji, Kecamatan Muntilan, Kabupaten Magelang termasuk desa lokus stunting. Persentase angka stunting di desa tersebut yaitu 21,4% di bawah angka stunting Kabupaten Magelang yaitu 25,8%. Salah satu dusun yaitu Pasekan kasus stunting rendah, hanya 1 anak yang stunting dan 1 anak yang berat badannya di Bawah Garis Merah (BGM). Namun demikian, Posyandu Tunas Harapan yang berada di wilayah ini selalu berupaya memberikan pelayanan kesehatan kepada warga agar kasus stunting tidak pernah muncul. Meskipun begitu, masih ada beberapa kendala yang dihadapi, di antaranya yaitu kekurangpedulian para ibu dalam memberikan makanan yang kandungan gizinya cukup kepada anak-anak. Para ibu tersebut umumnya bekerja sebagai pedagang, sehingga urusan anak diserahkan kepada kakek nenek. Oleh karena itu, tim Pengabdian Pada Masyarakat Terpadu (PPMT) Universitas Muhammadiyah Magelang melaksanakan kegiatan sosialisasi dan praktik pembuatan Makanan Pendamping Air Susu Ibu (MPASI) kepada para ibu warga Dusun Pasekan bekerja sama dengan Posyandu Tunas Harapan pada bulan Desember 2024 yang lalu. Hasil sosialisasi menunjukkan bahwa terjadi peningkatan pemahaman para ibu sebesar 71% terhadap arti penting pemberian MPASI kepada anak-anak usia lebih dari 6 bulan. Selanjutnya 69,7% para ibu memahami cara pembuatan MPASI yang diajarkan tim PPMT dan bersedia untuk mempraktikkan di rumah dalam pemberian makanan kepada anak-anaknya.

The utilization of drones for mapping is an easy, cheap and fast way with better spatial resolution when compared to conventional mapping or satellite rides. For students of SMK Kehutanan Negeri Pekanbaru, this ability is expected to improve their skills after graduating from forestry school. This service provides solutions including: 1) increase students' understanding of Drone Mapping, 2) increase the competence of SMK Kehutanan Negeri Pekanbaru students in the field of forest and land cover mapping. The service was carried out at SMK Kehutanan Negeri Pekanbaru. The service was conducted from December 2024 to May 2025. The activities carried out include socialization or delivery of material on various forms of drone utilization in the forestry sector, training in spatial data collection using drones, trials in processing spatial data from drone photos and map layout. After the service was carried out, there was an increase in the knowledge of partners who were students of SMK Kehutanan Negeri Pekanbaru on drone operation training activities as an increase in competence, an increase of 66.48%. Partners already have skills in utilizing drones for mapping. Partners are able to create flight paths, fly drones, process and layout maps.

Perkembangan teknologi saat ini tidak bisa lepas dengan dunia pendidikan. Berbicara tentang dunia pendidikan tidak lepas dengan peran siswa, mahasiswa, guru dan dosen. Untuk siswa dan mahasiswa mulai banyak keluhan dengan kurang menariknya pembelajaran yang mereka dapatan. Keluhan ini tentunya mengusik pada guru dan dosen sebagai pemberi materi. Untuk itu perlu adanya pendampingan kepada guru dan dosen dalam penyampaian materi pada siswa dan mahasiswa. Pada kegiatan pengabdian ini akan diadakan pendampingan guru dan dosen dalam pembuatan media pembelajaran yang merupakan salah satu bentuk pemberian materi yang dilaksanakan saat ini. Pada pendampingan ini diberikan materi tentang pemanfaatan Artificial Intelligent (AI) pada aplikasi Capcut dalam pembuatan video pembelajaran. Dalam pendampingan ini guru dikenalkan penggunaan aplikasi Capcut dalam pembuatan video pembelajaran. Setelah itu guru dan dosen diberikan cara pemanfaatan AI pada fitur aplikasi Capcut yang mana bisa memberikan efisiensi waktu dalam pengeditan, keramahan dan kemudahan dalam penggunaannya, menghasilkan video yang berkualitas, mempunyai fleksibilitas pemanfaatan yang dibutuhkan oleh siswa dan mahasiswa. Dengan adanya pemanfaatan tersebut, maka guru dan dosen lebih mudah dan kretif dalam pemanfaatan AI pada fitur aplikasi Capcut untuk membuat video pembelajaran. Dengan pendampingan ini, diharapkan siswa dan mahasiswa akan terpenuhi mendapatkan pengajaran yang menarik dan tidak membosankan.Kata kunci: Video pembelajaran, fitur, capcut

Chatbot berbasis Dialogflow ini dapat membantu mempromosikan UMKM kuliner di Kota Semarang yang belum terekspos secara optimal. Dengan memanfaatkan teknologi Natural Language Processing (NLP), penelitian ini bertujuan merancang chatbot rekomendasi tempat kuliner yang diintegrasikan dengan platform Telegram. Metode pengembangan sistem menggunakan pendekatan model waterfall yang mencakup analisis kebutuhan, perancangan sistem, implementasi, pengujian, serta pemeliharaan. Hasil penelitian menunjukkan bahwa chatbot mampu memberikan rekomendasi sesuai preferensi pengguna, termasuk lokasi, jam operasional, nomor telepon, estimasi harga, tautan google maps, gambar produk dan tempat UMKM dengan akurasi pengujian mencapai 100%. Evaluasi melalui System Usability Scale (SUS) menghasilkan skor rata-rata 85,75 yang mengindikasikan sistem ini mudah digunakan dan memiliki potensi untuk diterapkan secara luas, dimana chatbot ini tidak hanya memudahkan pengunjung menemukan kuliner yang sesuai tetapi juga menjadi media promosi efektif bagi UMKM untuk meningkatkan daya saing serta mendukung pertumbuhan ekonomi lokal.
 
Kata kunci: Chatbot, Dialogflow, NLP, Waterfall, UMKM Kuliner

The transformation of the workplace in the digital era has pushed organizations to adopt more adaptive and inclusive leadership styles, particularly in managing and retaining talent. Inclusive leadership is believed to foster a psychologically safe work environment, build trust, and enhance employee engagement—key factors influencing talent retention decisions. This study aims to examine the impact of inclusive leadership on talent retention, by exploring the mediating roles of psychological safety, trust, and employee engagement. A quantitative approach was employed through an online survey involving 150 respondents from the professional and technology sectors. Data analysis was conducted using multiple linear regression and Structural Equation Modeling (SEM) with the support of SPSS and SmartPLS. The findings reveal that inclusive leadership significantly influences talent retention, both directly and indirectly through the three mediating variables. These results highlight the importance of leadership styles that are attuned to employees’ psychological needs. Theoretically, this study contributes to the growing body of literature on leadership and employee retention. Practically, it offers strategic recommendations for organizations to develop sustainable human resource management policies focused on employee well-being—particularly in the context of an increasingly digital and flexible work environment.

Perkembangan teknologi digital telah mendorong generasi milenial dan Gen Z di Indonesia untuk aktif berinvestasi melalui instrumen berbasis teknologi. Namun, keputusan investasi mereka masih dipengaruhi oleh bias perilaku seperti overconfidence, herding, dan loss aversion, yang berdampak pada tingkat toleransi risiko keuangan. Penelitian ini bertujuan menganalisis pengaruh ketiga jenis bias tersebut terhadap toleransi risiko serta membandingkan perbedaannya antara Milenial dan Gen Z. Penelitian dilakukan dengan pendekatan kuantitatif melalui survei kepada 500 responden dari kedua generasi, menggunakan kuesioner skala Likert 5 poin. Data dianalisis menggunakan Structural Equation Modeling (SEM) melalui SmartPLS, termasuk uji multi-group analysis untuk membandingkan antar generasi. Hasil menunjukkan bahwa overconfidence meningkatkan toleransi risiko, sementara loss aversion menurunkannya. Pengaruh herding bervariasi di antara kedua generasi, menunjukkan perbedaan karakteristik perilaku investasi. Temuan ini memperkaya literatur perilaku keuangan dengan konteks lokal dan menyoroti pentingnya pendekatan edukasi keuangan yang disesuaikan dengan profil generasi. Selain itu, hasil penelitian ini membuka peluang pemanfaatan teknologi, termasuk kecerdasan buatan (AI), untuk membantu investor muda dalam mengenali dan mengelola bias perilaku serta meningkatkan pengambilan keputusan keuangan yang lebih rasional dan adaptif di era digital.