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Implementasi Algoritma Decision Tree Dalam Klasifikasi Kompetensi Siswa Hilman Rifa'i; Ryan Hamonangan; Dian Ade Kurnia; Kaslani; Mulyawan
KOPERTIP : Jurnal Ilmiah Manajemen Informatika dan Komputer Vol. 6 No. 1 (2022): KOPERTIP : Jurnal Ilmiah Manajemen Informatika dan Komputer
Publisher : Puslitbang Kopertip Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32485/kopertip.v6i1.131

Abstract

Kompetensi adalah suatu kemampuan atau kecakapan yang dimiliki oleh seseorang dalam melaksanakan suatu pekerjaan atau tugas di bidang tertentu, sesuai dengan jabatan yang disandangnya. Pendapat lain mengatakan arti kompentesi adalah suatu keterampilan, pengetahuan, sikap dasar, dan nilai yang terdapat dalam diri seseorang yang tercermin dari kemampuan berpikir dan bertindak secara konsisten. Dengan kata lain, kompetensi tidak hanya tentang pengetahuan atau kemampuan seseorang, namun kemauan melakukan apa yang diketahui sehingga menghasilkan manfaat. Dalam penelitian ini difokuskan pada klasifikasi siswa berkaitan dengan kompetensi yang dimiliki, pendekatan penelitian ini menggunakan algoritma decission tree, dengan tujuan mendapatkan pola rekomendasi kompeten dan tidak kompeten. Berdasarkan hasil penelitian menjelaskan bahwa akurasi yang didapat yaitu sebesar 76,96 %
Analisis Keadaan Stunting pada Kelompok Balita di Kecamatan Tukdana dengan Pendekatan Decision Trees Asep Budiyanto; Dodi Solihudin; Ryan Hamonangan; Cep Lukman Rohmat; Ade Rizki Rinaldi
Jurnal Informatika dan Rekayasa Perangkat Lunak Vol 6, No 1 (2024): Maret
Publisher : Universitas Wahid Hasyim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36499/jinrpl.v6i1.10230

Abstract

The impact of stunting on babies is an important parameter for assessing the health and welfare of children in an area. Stunting, often triggered by demographic and health factors, has serious implications for children's physical and cognitive growth. This research aims to understand the impact of demographic and health factors on stunting in children in Tukdana District, Indramayu Regency. Through data analysis, factors such as maternal age, access to clean water, sanitation facilities, and baby weight and length status were identified as significant contributors to stunting. The Decision Trees method was used to identify factors that play a role in stunting in babies, with an accuracy rate of 95.43%. The implications of this research include planning more effective interventions to deal with stunting, both in Tukdana District and in similar areas in Indonesia. Even though the majority of babies in Tukdana District have good nutritional status, further monitoring and prevention efforts are still needed to ensure optimal nutritional well-being for them. In conclusion, this research highlights the importance of identifying factors that cause stunting in infants in Tukdana District, as a basis for planning more effective interventions.
Klasifikasi Algoritma KNN dalam menentukan Penerima Bantuan Langsung Tunai Ryan Hamonangan; Risa Komala Sari; Saeful Anwar; Tuti Hartati
Jurnal Informatika dan Rekayasa Perangkat Lunak Vol 6, No 1 (2024): Maret
Publisher : Universitas Wahid Hasyim

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36499/jinrpl.v6i1.10298

Abstract

Poverty is a condition where an individual or a group experiences economic incapacity to meet their basic needs, and this study involves broader aspects than just expenditures. The focus of this research is on Ciherang and Ciaro Villages, located in the Nagreg Subdistrict, Bandung Regency, which are areas with significant levels of poverty. This research responds to poverty issues by utilizing the K-Nearest Neighbor (KNN) Algorithm in the data mining classification process. KNN considers the proximity of a new object to its nearest neighbors, and as a supervised learning algorithm, KNN requires target information or classes in the analyzed dataset. The aim of this research is to provide information regarding the classification of recipients of Direct Cash Assistance (BLT) in Ciherang and Ciaro Villages. The research results present data on criteria for determining whether recipients are considered eligible or ineligible for BLT, with an accuracy rate reaching 81.56%. Additionally, the performance of this algorithm is demonstrated through true recall values for both eligible and ineligible recipients, with recall for true ineligible recipients at 88.43%, recall for true eligible recipients at 74.80%, precision for eligible recipients at 86.79%, and precision for ineligible recipients at 77.54%. These findings provide a basis for more accurate decision-making in determining BLT recipients in both villages. This can contribute to the design of more targeted and effective social policies in reducing the impact of poverty, providing in-depth insights into the characteristics of BLT recipients, and demonstrating the relevance and efficiency of the KNN algorithm in addressing complex social issues.
Pelatihan Junior Network Administrator Untuk Siswa SMK Kabupaten Kuningan Dalam Menghadapi Era Digital Khaerul Anam; Ryan Hamonangan; Andrian Maulana; Astri Gita Lestari
AMMA : Jurnal Pengabdian Masyarakat Vol. 3 No. 3 : April (2024): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

The availability of competent human resources in network administration is a crucial need in the digital era. This Community Partnership Program focuses on providing junior network administrator training for Vocational High School (SMK) students in Kuningan Regency. The aim of this training is to enhance students' competence in managing and maintaining computer network infrastructure. The training material covers understanding network concepts, configuring network devices, basic network security, and simple troubleshooting abilities. Through this program, it is expected that SMK students in Kuningan Regency will have adequate preparation to develop careers in the field of information technology after graduation.
Peningkatan Daya Saing Siswa SMK Melalui Pelatihan Bahasa Inggris Untuk Dunia Kerja Riri Narasati; Ryan Hamonangan; Achmad Fajar; Adinda Aulia Putri
AMMA : Jurnal Pengabdian Masyarakat Vol. 3 No. 3 : April (2024): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

English language skills are a key factor in improving the competitiveness of Vocational High School (SMK) graduates in an increasingly competitive and globalized world of work. This article discusses various strategies that can be applied to improve the English language competence of SMK students to be better prepared to face industry challenges. The approaches used include communication-based learning, utilization of technology in the learning process, and integration of English materials with the needs of the industrial world. In addition, intensive training programs and English language certification are strategic steps to improve students' abilities. This research shows that interactive and contextual learning methods are able to increase student motivation and understanding. project-based, workplace simulation, and the use of digital platforms have proven effective in improving students' communication skills. In addition, industry involvement in the learning process through internship programs and cooperation with educational institutions also has a positive impact on the job readiness of graduates. With an increase in English competency, SMK graduates are not only more confident in facing the world of work, but also have a greater chance of getting a job in a multinational company or working abroad. Therefore, improving the quality of English learning in SMK should be a major concern in order to create competitive human resources who are ready to compete in the era of globalization.
Pemanfaatan MATLAB Untuk Optimalisasi Penelitian Teknik Dan Sains Bagi Dosen Kopertip Indonesia Ryan Hamonangan; Umi Hayati; Achmad Luthfi; Ahmad Haekal Susanto
AMMA : Jurnal Pengabdian Masyarakat Vol. 3 No. 4 : Mei (2024): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

Optimizing the use of MATLAB in engineering and science research is an important aspect for lecturers in improving the efficiency and effectiveness of data analysis and numerical modeling. MATLAB is a numerical computing-based software that has various functions in data processing, numerical analysis, and simulation of complex systems. This study aims to evaluate the level of utilization of MATLAB by Kopertip Indonesia lecturers and identify the challenges faced in its implementation. The methods used in this study include surveys and interviews with lecturers who have used MATLAB in their research. The results show that most lecturers understand the potential of MATLAB in improving the accuracy of their research, but there are obstacles such as lack of training, license limitations, and complexity in advanced programming. Therefore, continuous training and the provision of adequate resources are needed to optimize the utilization of MATLAB. With the increased use of MATLAB in engineering and science research, it is expected to improve the quality of academic research and scientific publications produced by Kopertip Indonesia lecturers.
Pelatihan Video Editing Sebagai Sarana Kreativitas Dan Peningkatan Ekonomi Digital Masyarakat Rudi Kurniawan; Ryan Hamonangan; Ahmad Muhaimin; Ahmad Rai Fatkaozi
AMMA : Jurnal Pengabdian Masyarakat Vol. 2 No. 4 (2023): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

In today’s digital era, video editing skills have become essential competencies to support creativity and open up economic opportunities, especially for grassroots communities. This community service program aims to empower the public through video editing training as a means of creative development and enhancing participation in the digital economy. The training focuses on the introduction of popular editing software, basic cutting techniques, transitions, adding visual and audio effects, and creating content for social media and small business promotion. Through hands-on practice, participants are trained to independently produce creative videos and are encouraged to understand monetization opportunities through platforms such as YouTube, TikTok, or freelance services like Fiverr and Upwork. The training resulted in significant improvements in participants' technical skills and increased confidence in creating digital content. Some participants have even started new economic activities based on their newly acquired editing skills. The program also encouraged the formation of a digital creative community as a platform for sharing experiences, job opportunities, and collaborative content projects. Additionally, program sustainability is supported through post-training mentoring and self-learning materials. Overall, this training presents a practical solution for communities to enhance their competitiveness in the ever-growing creative and digital economy sector.
Pelatihan Digital Marketing Untuk Peningkatan Kapasitas Perempuan Dalam Pemasaran Produk Ryan Hamonangan; Riri Narasati; Ai Sri Nurmala; Alfira Ayu Febriaan Lesmana
AMMA : Jurnal Pengabdian Masyarakat Vol. 2 No. 4 (2023): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

The development of digital technology has brought significant changes in the world of education, especially in online learning methods. Digital literacy is an essential skill for educators in navigating technology-based learning. This research aims to improve digital literacy for elementary school teachers in facing online learning challenges. The training program developed includes a basic understanding of digital technology, the use of learning software, and effective teaching strategies in an online environment. The research method used was a qualitative approach with observation, interviews and case studies in several primary schools in Cirebon district. The results showed that digital literacy training significantly improved teachers' competence in using technology and improved the effectiveness of online teaching. Teachers who participated in this training program were able to optimize the use of various digital platforms, improve interaction with students, and adapt the curriculum to better fit the online learning model. In addition, the main challenges faced include limited access to technology infrastructure and lack of adequate technical support. Therefore, more supportive policies in the provision of technology resources and continuous training programs for teachers are needed. The findings of this study confirm that improving digital literacy is a key factor in the successful implementation of online learning at primary school level. By improving teachers' competence in technology utilization, it is expected that the learning process can be more interactive, effective and adaptive to the times. This study also recommends the need to integrate digital-based curriculum so that teachers are better prepared to teach online materials.
Pelatihan Video Editing untuk Siswa dan Pemuda dalam Industri Kreatif Digital Rudi Kurniawan; Ryan Hamonangan; Hilda Novia Ramadani; Ibnu Fajri
AMMA : Jurnal Pengabdian Masyarakat Vol. 1 No. 04 (2022): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

In the rapidly growing digital era, the need for skills in the creative industry is very important, especially in the field of video editing. Video editing training for students and youth aims to improve competence and practical skills that are relevant to current industry needs. This training activity was organized by Karang Taruna Kelurahan Lolu Selatan, in collaboration with the Digital Talent Indonesia Course and Training Institute (LKP), and targeted students and youth in Palu City who have an interest in digital creative fields. The training method used a hands-on approach with materials covering the basics of video editing, introduction to software, shooting techniques, and audio visual editing. The results of this training showed an increase in participants' knowledge and skills in using editing software and understanding the video production process. In addition, participants also obtained certificates as a form of recognition of the competencies obtained. This program is expected to be the first step in preparing the younger generation to compete in the world of work, especially in the creative industry sector. In conclusion, video editing training not only provides the benefits of technical skills, but also encourages creativity, innovation, and sustainable youth empowerment.
Penerapan Sistem Informasi Kearsipan Digital untuk Pemerintah Desa Ryan Hamonangan; Saeful anwar; Ibnu Hajar; Ike Suryani Dewi
AMMA : Jurnal Pengabdian Masyarakat Vol. 1 No. 04 (2022): AMMA : Jurnal Pengabdian Masyarakat
Publisher : CV. Multi Kreasi Media

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Abstract

In the digital era, an archival information system is an important requirement in supporting effective and efficient administrative governance in the village government. Many villages in Indonesia still use a manual archive recording system that is vulnerable to data loss, physical damage to documents, and the slow process of retrieving information. This service program aims to implement a digital-based archival information system in the village government to improve administrative performance and public services. The methods used include partner needs analysis, system design, software implementation, user training, and evaluation of results. The developed system enables document digitization, archive grouping, and fast data search, and is equipped with security features to maintain information integrity. The results of the implementation showed that village officials were able to understand and operate the system well after the training. The information system significantly speeds up the document search process and reduces the risk of data loss. In addition, the implementation of the system also has an impact on improving transparency, accountability and professionalism in services to the community. In conclusion, the implementation of a digital-based archival information system is an innovative and applicable solution to address the challenges of modern village archive management.