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Pendampingan Guru dalam Pemanfaatan Big Data untuk Optimalisasi Asesmen Pembelajaran di SMP Muhammadiyah Sleman Herawati, Endang Sri Budi; Surya, Priadi; Mustofa, Zaenal
Bima Abdi: Jurnal Pengabdian Masyarakat Vol. 6 No. 1 (2026): Bima Abdi: Jurnal Pengabdian Masyarakat
Publisher : Yayasan Pendidikan Bima Berilmu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53299/bajpm.v6i1.3493

Abstract

Permasalahan utama yang dihadapi mitra meliputi pengelolaan data asesmen yang masih bersifat manual, belum terintegrasinya sistem asesmen pembelajaran, serta keterbatasan pemahaman guru dalam memanfaatkan data asesmen sebagai dasar pengambilan keputusan pembelajaran. Kegiatan Pengabdian kepada Masyarakat (PkM) ini bertujuan untuk meningkatkan kapasitas guru dalam mengelola asesmen pembelajaran berbasis data melalui pendampingan pemanfaatan big data sebagai bagian dari penguatan manajemen pendidikan modern. Kegiatan dilaksanakan di SMP Muhammadiyah Sleman dengan melibatkan guru, tenaga kependidikan, dan kepala sekolah sebagai mitra sasaran.  Metode pelaksanaan kegiatan menggunakan pendekatan In–On–In, yang meliputi pelatihan awal, pendampingan praktik, serta penguatan dan refleksi. Intervensi dilakukan melalui pelatihan konsep asesmen berbasis data dan pembelajaran mendalam, pendampingan penyusunan perangkat pembelajaran, serta pengembangan dan uji coba Sistem Informasi Manajemen Data Asesmen (SIMDA Sekolah) dan Learning Management System (LMS) berbasis asesmen. Hasil kegiatan menunjukkan adanya peningkatan kompetensi guru dalam memahami dan menerapkan asesmen berbasis data, yang ditunjukkan melalui peningkatan hasil pre–post test serta kemampuan guru dalam menyusun dan mengimplementasikan perangkat pembelajaran berbasis data. Seluruh peserta berhasil menyusun RPP berbasis pembelajaran mendalam dan melakukan simulasi pemanfaatan sistem asesmen digital. Selain itu, pengembangan awal SIMDA Sekolah dan LMS berbasis asesmen memberikan dasar bagi sekolah dalam mengelola data pembelajaran secara lebih terstruktur dan berkelanjutan. Secara keseluruhan, kegiatan PkM ini memberikan kontribusi nyata dalam penguatan kompetensi guru dan kesiapan sekolah dalam mengadopsi manajemen pembelajaran berbasis data. Pendampingan pemanfaatan big data terbukti relevan dan aplikatif untuk mendukung optimalisasi asesmen pembelajaran serta peningkatan mutu pendidikan di sekolah mitra.
IMPLEMENTING VIRTUAL REALITY AS AN INNOVATIVE APPROACH TO BULLYING PREVENTION IN SCHOOLS Widiatmoko, Mualwi; Ardini, Fadhila Malasari; Mustofa, Zaenal
JMM (Jurnal Masyarakat Mandiri) Vol 9, No 5 (2025): Oktober
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jmm.v9i5.34751

Abstract

Abstrak: Bullying, baik konvensional maupun digital, masih menjadi ancaman serius bagi kesejahteraan psikologis siswa. Rendahnya empati siswa serta keterbatasan kompetensi guru BK dalam mengintegrasikan teknologi membuat layanan pencegahan bullying belum optimal. Program PKM VIBES (Virtual Reality as a Bullying Prevention Strategy) bertujuan meningkatkan kapasitas guru BK dalam merancang layanan berbasis virtual reality (VR). Kegiatan dilakukan melalui workshop berbentuk blended learning dengan mitra MGBK Kota Surakarta yang melibatkan 33 guru BK SMA/SMK. Metode pelaksanaan mencakup sosialisasi, diskusi kelompok, simulasi VR, penugasan mandiri, serta mentoring. Evaluasi dilakukan melalui pretest, posttest, dan refleksi. Hasil kegitan ini terlihat pada peningkatan kemampuan rata-rata paserta sebesar 69,4% dari sebelum ke sesudah pelatihan, melampaui target minimal 30%. Selain itu, 72,7% guru mencapai indikator kunci berupa kemampuan menjelaskan sekaligus menggunakan VR dalam layanan BK. Program ini tidak hanya meningkatkan keterampilan teknis para peserta, tetapi juga memperkuat soft skill berupa empati, kreativitas, dan kemapuan berkolaborasi para guru BK.Abstract: Bullying, both conventional and digital, remains a serious threat to students’ psychological well-being. Low levels of student empathy and limited competence of school counselors in integrating technology have hindered the optimization of bullying prevention services. The PKM VIBES program (Virtual Reality as a Bullying Prevention Strategy) aims to enhance counselors’ capacity in designing virtual reality (VR)-based services. The program was implemented through a blended-learning workshop in collaboration with the MGBK of Surakarta, involving 33 high school counselors. The methods included socialization, group discussions, VR simulations, independent assignments, and mentoring. Evaluation was conducted using pretests, posttests, and reflections. Results showed an average improvement of 69.4% in participants’ competence from pre- to post-training, exceeding the minimum target of 30%. Furthermore, 72.7% of counselors achieved key indicators, namely the ability to explain and use VR in counseling services. This program not only improved participants’ technical skills but also strengthened their soft skills, including empathy, creativity, and collaboration.
RANCANG BANGUN SISTEM INFORMASI PELAYANAN ANGGOTA BERBASIS WEB MENGGUNAKAN METODE SDLC Danang Danang; Zaenal Mustofa
Jurnal Manajemen, Bisnis dan Kewirausahaan Vol. 1 No. 3 (2021): Desember: Jurnal Manajemen, Bisnis dan Kewirausahaan
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jumbiku.v1i3.4

Abstract

PT Amarta Karya Semarang, sebagai salah satu asosiasi yang bergerak di bidang jasa konstruksi ketenagalistrikan, dengan anggota yang tersebar di seluruh Jawa Tengah, dalam pengembangannya masih membutuhkan rencana strategis dan membawa kemajuan bagi asosiasi dan anggota. Oleh karena itu, dalam penulisan ini penulis akan membuat suatu model akta pendaftaran badan usaha berbasis web yang diharapkan dapat menjadi salah satu solusi pengembangan asosiasi itu sendiri. Sistem Informasi Layanan Anggota yang dikembangkan dengan metode pendekatan pengembangan sistem dengan SDLC (System Development Life Cycle) menghasilkan sebuah aplikasi yang akan menjawab kebutuhan PT Amarta Karya Semarang akan sebuah sistem layanan informasi guna meningkatkan pelayanan yang lebih baik. kepada anggota. Dalam pembuatan sistem ini, penulis menggunakan Macromedia Dreamweaver MX 2004 sebagai media perancangan dan PHP sebagai bahasa pemrograman yang digunakan, serta database MySQL sebagai media penyimpanan. Hasil perancangan Sistem Informasi Layanan Anggota dapat diakses oleh anggota, asesor, dan tanggung jawab, dimana anggota dapat mengajukan sertifikasi Badan Usaha secara online. Asesor dapat menilai lebih cepat dan persetujuan penanggung jawab dapat dilakukan lebih cepat, sehingga secara keseluruhan proses sertifikasi Badan Usaha dapat dilakukan dengan lebih cepat dan efektif. Kata kunci : Sistem, Informasi, layanan
Transformasi Sampah Plastik Menjadi Campuran Batako Bangunan Ramah Lingkungan di Desa Karangsari Zaenal Mustofa; Buntara Adi Purwanto; Achmad Faisal Abda’; Singgih Prabowo; Muhammad Nafis; Miftahul Fuadi; Riziq Anta Yahya; Rosita Dwi Widya Ningrum; Gita Amalia; Sela Asyifa Dalila; Lupita Orisativa Aprilia; Annur Trihardiyanti; Nova Nur Ramadhani; Ikka Rusmawardani Afsah; Putri Avinda; Kun Mabruroh
Jurnal Pengabdian Masyarakat dan Riset Pendidikan Vol. 4 No. 3 (2026): Jurnal Pengabdian Masyarakat dan Riset Pendidikan Volume 4 Nomor 3 (Januari 202
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/jerkin.v4i3.5336

Abstract

Permasalahan sampah plastik di Desa Karangsari terus meningkat seiring bertambahnya aktivitas masyarakat sehari-hari. Sampah plastik merupakan limbah yang sulit terurai dan berpotensi mencemari lingkungan apabila tidak dikelola dengan baik. Pengolahan sampah plastik di desa tersebut masih belum optimal dan sebagian besar berakhir sebagai limbah tanpa pemanfaatan lanjutan. Kegiatan pengabdian ini bertujuan untuk memanfaatkan sampah plastik jenis HDPE dan PP sebagai campuran batako ramah lingkungan guna mengurangi pencemaran lingkungan sekaligus menciptakan produk bangunan bernilai guna dan bernilai ekonomi. Metode pelaksanaan meliputi edukasi masyarakat, pemilahan sampah plastik, serta pelatihan pembuatan batako skala desa dengan teknologi sederhana menggunakan campuran semen, pasir, air, dan plastik cacah. Hasil kegiatan menunjukkan bahwa pemanfaatan sampah plastik sebagai campuran batako mampu mengurangi volume limbah plastik, menghasilkan material bangunan non-struktural yang layak digunakan, serta meningkatkan kesadaran dan keterampilan masyarakat dalam pengolahan sampah. Program ini juga membuka peluang usaha baru yang mendukung pemberdayaan ekonomi masyarakat desa. Dengan demikian, transformasi sampah plastik menjadi batako ramah lingkungan berkontribusi positif terhadap pembangunan Desa Karangsari yang berkelanjutan.
Kajian Yuridis Normatif Pertanggungjawaban Dokter atas Kesalahan Diagnosis dalam Pelayanan Medis yang Menyebabkan Kematian Pasien Triyanto Agung Praptono Wibowo; Rina Arum Prastyanti; Zaenal Mustofa
Pemuliaan Keadilan Vol. 3 No. 1 (2026): January : Pemuliaan Keadilan
Publisher : Asosiasi Penelitian dan Pengajar Ilmu Hukum Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/pk.v3i1.1499

Abstract

The growing number of alleged medical malpractice cases in Indonesia, particularly physicians’ misdiagnosis resulting in patient death, underscores the need for stronger legal certainty and accountability in healthcare services. Physicians are professionally obligated to conduct diagnosis and medical treatment in accordance with professional standards, service standards, and standard operating procedures; however, negligence may occur and lead to severe harm. This study aims to analyze the legal provisions governing physicians’ liability for misdiagnosis causing patient death and to examine the forms of legal responsibility that may be imposed. The research applies a normative juridical method using a case approach and literature review, relying on primary legal materials such as the Indonesian Civil Code, the Criminal Code, the Medical Practice Law, the Hospital Law, and Law Number 17 of 2023 on Health, supported by secondary and tertiary sources. The findings indicate that physicians may be held liable under civil, criminal, and administrative law if the essential elements of medical negligence are proven, namely duty of care, breach of duty, harm (including death), and a causal relationship between the misdiagnosis and the fatal outcome. Moreover, liability may extend to hospitals under the doctrines of vicarious liability, hospital liability, and strict liability. This study implies the importance of strengthening professional competence, reinforcing disciplinary mechanisms, and ensuring balanced legal protection for both patients and healthcare professionals within Indonesia’s health law framework.
WEB-BASED STUDENT ADMINISTRATION INFORMATION SYSTEM IN TSANAWIYAH NEGERI 2 SEMARANG MADRASAH Zaenal Mustofa; Wahyu Efendy Yusuf; Maya Utami Dewi
Journal of Engineering, Electrical and Informatics Vol. 1 No. 2 (2021): Juni: Journal of Engineering, Electrical and Informatics:
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v1i2.893

Abstract

The problem of repetitive work carried out by homeroom teachers when processing grades at school is the main problem experienced by every homeroom teacher at school. A good academic system is needed because it is able to minimize the work of the homeroom teacher. MTs Negeri 2 Semarang in processing value data reporting still uses the conventional method, namely by filling in the value leger. The teaching teacher fills the value data into the grade leger according to each subject. Then the homeroom teacher reported in the form of grades per subject. Then from the value data per subject the homeroom teacher must reprocess it into grades per student and print it. This will be a repetitive task if the homeroom teacher also serves as a teaching teacher. The report still uses copy and paste from flash to flash which has a very high risk of losing data. This is coupled with the school building which is divided into two buildings with a considerable distance between the old building and the new building which makes teaching teachers feel reluctant to report grades. To solve the existing problems, the authors propose a web-based value data administration system at MTs Negeri 2 Semarang which will make it easier for teachers to process and report value data. The program is expected to be able to deal with existing problems and ease the work of the homeroom teacher.
ROBOTIC AUTOMATION ON COMPUTER NUMERICAL CONTROL MACHINE Danang Danang; Zaenal Mustofa; Edy Siswanto
Journal of Engineering, Electrical and Informatics Vol. 2 No. 2 (2022): Juni: Journal of Engineering, Electrical and Informatics:
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jeei.v2i2.914

Abstract

Along with the advancement of robot technology, Computer Numerical Control (CNC) machine robot automation is becoming more popular. While some Computer Numerical Control engine process independently with a part catcher, a perpendicular granting center requires an extraneous individual to keep the engine processing. Collective and Mechanical robots be the main options for robotize perpendicular Computer Numerical Control grating machines. This study aims to specifically investigate and find the most effective type of robot to be used as a machine capable of maintaining the Haas VF-2 perpendicular crushing center. The method used in this study is the Overal Equipment Effectiveness (OEE) model approach with five different actions, starting with scope, unit setting, evaluation, fee calculation, and integration of the evaluation to present the value of each cell. The purpose of the model used in this study is to determine which robot is more effective for use in industry. As the result, this study demonstrates the important difference between the robot cells on the site and the overall effectiveness of the equipment, besides that the fee differences in the production of robot cells are not too large, but if the focus is on adding robots then the fee differences must be considered carefully. The hazard assessment proved surprising. This study shows that the risk factors in VF-2 treatment using cooperative robots and mechanical robots can be ignored. The impact of takt time also has an important role. Taking each factor into account for the production machining of the VF-2 mechanical robot is more conducive to use because its performance level is almost two times better and in terms of use, it is also much safer. For future work, maintaining a continual level of danger estimate during working on various parts is a very important thing to pay attention to. In addition, when the geometry and materials of machine parts are developed, the collective allocation is no longer valid, so danger estimates must be carried out more carefully to ensure operator safety.
An Integrative Theoretical Approach to Property Law and Social Literacy for the Protection of Community Property Rights Mustofa, Zaenal; Zulkifli, Aiman Hakim bin
JISIP: Jurnal Ilmu Sosial dan Pendidikan Vol 10, No 2 (2026): JISIP (Jurnal Ilmu Sosial dan Pendidikan) (Maret)
Publisher : Lembaga Penelitian dan Pendidikan (LPP) Mandala

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58258/jisip.v10i2.10334

Abstract

At present, legal protection of property has not been normatively integrated with public legal literacy, resulting in legal certainty over ownership rights that has not been effective in preventing disputes and violations of property rights at the social level. This study aims to propose the concept of an Integrative Theory of Property Law and Social Literacy for the Protection of Community Property Rights. The research employs a conceptual approach through literature review and normative legal analysis to synthesize agrarian law concepts, social literacy, and legal protection theory in order to formulate an integrative model of community property rights protection that is effective both juridically and socially. The findings indicate that the protection of property rights within the Indonesian property law system has not yet been fully effective, as it remains heavily reliant on a normative–formal approach that emphasizes administrative legality, while the dimensions of social literacy and the legal culture of society have not been systematically integrated. Through a conceptual reconstruction based on the Basic Agrarian Law (UUPA), this study affirms that property rights are not merely a juridical status guaranteed by the state, but also a social relationship that requires public understanding, awareness, and active participation for legal protection to function in practice. Social literacy is shown to serve as a preventive protective instrument that strengthens certainty and justice of property rights prior to the emergence of disputes, while simultaneously acting as a bridge between legal norms and social practices. Therefore, an integrative theoretical model that combines agrarian law, socio-legal literacy, and legal culture offers a more substantive, collaborative, and sustainable framework for the protection of property rights, and provides a theoretical and normative foundation for policy development, legal education, and reform of the property rights protection system in Indonesia.
Penguatan Kesadaran Hukum Masyarakat melalui Penyuluhan Pengelolaan Aset Tanah Permukiman di Desa Kenteng, Ponjong, Gunung Kidul, Yogyakarta Mustofa, Zaenal; Pranawa, Burham
Eastasouth Journal of Effective Community Services Vol 4 No 03 (2026): Eastasouth Journal of Effective Community Services (EJECS)
Publisher : Eastasouth Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/ejecs.v4i03.539

Abstract

Rendahnya kesadaran dan pemahaman hukum masyarakat Desa Kenteng terhadap pengelolaan aset tanah permukiman, meliputi; hak, kewajiban, prosedur pendaftaran, serta risiko hukum menyebabkan lemahnya kepastian hukum dan tingginya potensi sengketa pertanahan di tingkat pedesaan. Tujuan Pengabdian kepada masyarakat ini adalah untuk menguatkan kesadaran hukum masyarakat melalui penyuluhan pengelolaan aset tanah permukiman di Desa Kenteng, Ponjong, Gunung Kidul, Yogyakarta. Metode Pengabdian masyarakat ini menerapkan pendekatan partisipatif berbasis community organizing dengan metode kualitatif deskriptif-partisipatoris yang melibatkan masyarakat Desa Kenteng secara aktif sejak identifikasi masalah hingga pelaksanaan penyuluhan hukum pengelolaan aset tanah permukiman agar hasilnya baik bagi masyarakat. Melalui diskusi tersebut diperoleh bahwa rendahnya pemahaman hukum atas status dan tata kelola aset tanah permukiman dapat diatasi melalui penyuluhan hukum partisipatif yang selaras dengan teori legal empowerment, budaya hukum Friedman, dan pembangunan berbasis aset, sehingga mendorong perubahan kesadaran, perilaku, dan keadilan sosial masyarakat secara bertahap dan berkelanjutan.
Optimalisasi Sistem Chatbot Layanan Pelanggan E-Commerce melalui Kombinasi Rule-Based dan Algoritma K-Nearest Neighbor (KNN) Zaenal Mustofa; Febryantahanuji Febryantahanuji; Arsito Ari Kuncoro
Jurnal Publikasi Ilmu Komputer dan Multimedia Vol. 5 No. 1 (2026): Januari: Jurnal Publikasi Ilmu Komputer dan Multimedia
Publisher : Pusat Riset dan Inovasi Nasional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jupikom.v5i1.5272

Abstract

This research aims to design and evaluate a hybrid chatbot prototype that combines a rule-based approach with the K-Nearest Neighbor (KNN) algorithm to classify customer satisfaction levels. This system was developed as an automated customer service solution for the e-commerce sector, which demands speed, efficiency, and personalization. By using numerical features such as information comprehension (X1), chatbot rating (X2), and conversation duration (X3), the KNN algorithm determines whether a user is satisfied or not after an interaction session. The classification results indicate that some "Dissatisfied" predictions occurred in cases with high information comprehension but also long conversation durations. This suggests that customers can still be dissatisfied if the service time is perceived as too long, even if the content of the answer is clear. Although there is a margin of error in the user experience aspect, the system demonstrates a very significant impact on operational efficiency. The implementation of the hybrid chatbot was able to reduce customer service costs by up to 50%, with an estimated payback period of 4.8 months. The system provides significant added value for businesses, particularly in terms of cost savings and scalability, although there is still room for improvement in the quality of interaction.
Co-Authors Achmad Faisal Abda’ Agus Qomaruddin Munir AGUS SUSILO ROMADHON Ahmad Ashifuddin Aqham Ahmad Asifuddin Ahmad Zakiy Ramadhan Al-Khawarizmi, Andi Hakim Annur Trihardiyanti Ardini, Fadhila Malasari Arie Atwa Magriyanti Arsito Ari Kuncoro Arsito Ari Kuncoro Bachtiar Aziz Mulki budi hartono Budi Hartono Buntara Adi Purwanto Danang , Danang Danang Danang Danang, Danang Dani Sasmoko Dani Sasmoko Doni Marhab Eka Satria Wibawa Eko Siswanto Eko Siswanto Endang Sri Budi Herawati Fahrozi Ar-Ra’afi Febryantahanuji Febryantahanuji Firmansah, Firmansah Gita Amalia Hadi Yusuf Hadi Yusuf Haris Ihsanil Huda Ikka Rusmawardani Afsah Iman Saufik Suasana Ismarini Bekti Setiani Jozua Ferjanus Palandi Kun Mabruroh Lina Rahmawati Lukman Hakim Lupita Orisativa Aprilia Marhab, Doni Maryono, Dicky Maya Utami Dewi Miftahul Fuadi Mokhamad Iklil Mustofa Muhammad Nafis Muhammad Resa Arif Yudianto Muhammad Sholikhan Mumpuni, Sesya Dias Nadhir Fachrul Rozam Nova Nur Ramadhani Nur Rina Priyani Mirsa Nurkhamid, Nurkhamid Nurulloh, Ahmat Paulus Hartanto pranawa, burham Priadi Surya Putri Avinda Rahman, Dzul Fadli Ratna Wardani Rina Arum Prastyanti Rinawan, Rangga Bayu Rini Rhubiyanti Riziq Anta Yahya Rizky Aji Prasetyo Rohman, M Aguts Rosita Dwi Widya Ningrum Sari, Maya Novita Sela Asyifa Dalila Setiyawan, Ramadhana singgih Prabowo Siswanto, Edy Siti Kholifah Siti Kholifah Somad, Mohamad Ali Sulartopo Sulartopo Sulartopo Sulartopo Sumaryanto Sumaryanto Sumaryanto, Sumaryanto Susilowati, Novi Tika Novita Sari Toni Wijanarko Adi Putra Triyanto Agung Praptono Wibowo Wahyu Efendy Yusuf Wahyu EY Widiatmoko, Mualwi Widiyan, Agung Purwa Wiwid Wahyudi Wulan Tri Puji Utami Yuni Astuti Yussi Anggraini Zakariah, Masduki Zulkifli, Aiman Hakim bin