Abstract:Hessa Perlompongan Village is one of the Law Aware Villages with certain criteria, including regular payment of land and building taxes, low crime rates, and low drug use rates. Apart from that, Hessa Perlompongan Village…
e is a rural area with a typology of agricultural village and industrial village communities. Due to the large potential of Hessa Perlompongan Natural Resources (SDA), it is necessary to increase the capacity of Human Resources (HR) who have the ability Literacy SMART People in the modern era and has high competitiveness in facing industry 5.0. This research uses qualitative research methods or research methods that emphasize analysis or descriptiveness. Education problems in Hessa Perlompongan Village are very low because people are more likely to choose to work and marry early rather than continue higher education. One of the solutions offered by the PPKO HMPS Pend. Matematika UNA 2024 implementation team is to create a program concept Literacy SMART People (LSP). In this discussion it can be concluded that the aim of Community Empowerment in Hessa Perlompongan Village is to make it happen Sustainable Development Goals (SDGs) Quality Village Education through the LSP Program from PPKO HMPS Pend. Matematika UNA 2024 to transform the human resources of Hessa Perlompongan Village into a community with character and high competitiveness.
Keywords: hessa perlompongan; literacy; SDM
Abstrak: Desa Hessa Perlompongan adalah salah satu Desa Sadar Hukum dengan kriteria tertentu, termasuk pembayaran pajak bumi dan bangunan yang teratur, tingkat kriminalitas yang rendah, dan tingkat penggunaan narkoba yang rendah. Selain itu, Desa Hessa Perlompongan adalah wilayah perdesaan dengan tipologi masyarakat desa pertanian dan desa industri. Karena besarnya potensi Sumber Daya Alam (SDA) Hessa Perlompongan, diperlukan peningkatan kapasitas Sumber Daya Manusia (SDM) yang memiliki kemampuan Literacy SMART People di era modern dan memiliki daya saing yang tinggi dalam menghadapi industri 5.0. Penelitian ini menggunakan Metode penelitian kualitatif atau metode penelitian yang lebih menekankan analisis atau deskriptif. Masalah pendidikan di Desa Hessa Perlompongan sangat rendah karena masyarakat lebih cenderung memilih bekerja dan menikah dini daripada melanjutkan pendidikan tinggi. Salah satu solusi yang ditawarkan oleh tim pelaksana PPKO HMPS Pend. Matematika UNA 2024 adalah membuat konsep program Literacy SMART People (LSP). Dalam pembahasan ini dapat disimpulkan Tujuan dari Pemberdayaan Masyarakat Desa Hessa Perlompongan adalah untuk Mewujudkan Sustainable Development Goals (SDGs) Pendidikan Desa Berkualitas melalui Program LSP dari PPKO HMPS Pend. Matematika UNA 2024 untuk mengubah SDM Desa Hessa Perlompongan menjadi masyarakat yang berkarakter dan berdaya saing tinggi.
Kata Kunci: hessa perlompongan; Literasi; SDM
Abstract:The catfish cultivation business carried out by UPR Doa Mandeh since 2015 still requires support in the form of assistance and training for its development. Meanwhile, the availability of fish seeds in South Sumatra is still…
till very dependent on other regions, such as Lampung, Jambi and West Java. The lack of use of appropriate catfish cultivation technology and the use of commercial feed has an impact on the low production of fish seeds produced. Apart from that, there has been no effort to treat waste water which has the potential to have a negative impact on the surrounding environment. For this reason, community service (PPM) is carried out, which applies lecture materials, research and publications that have been carried out by the proposing team in the form of application of biofloc technology, making liquid fertilizer and cultivating herbal plants. The aim and benefits of carrying out this activity are to develop the catfish cultivation business, increase seed production, utilize waste water from catfish rearing media into liquid fertilizer products that can be used to develop herbal plant cultivation which will ultimately increase the income of cultivators at UPR Doa Mandeh. The activity model is in the form of empowerment, development and assistance which is implemented using counseling, training and technical/production assistance methods. The results of this activity are high survival and growth rates for catfish, water quality is in the optimal range, and the richness of nutrients in wastewater from the biofloc system can be used as liquid fertilizer for herbal plants.
Keywords: biofloc; catfish; herbal plants; liquid fertilizer
Abstract:This service examines the necessity and pertinence of adopting a pedagogical approach that incorporates educational game components in order to promote motor development and enhance student engagement in the learning process.…
cess. On November 18, 2023, this service activity was conducted at UPTD. SD Negeri 014672 Tanjung Alam. This activity is structured into three distinct phases during its execution: preparation, implementation, and practice. Based on empirical findings, engaging in direct interaction with mathematical puzzles has been found to enhance hand-motor coordination, finger dexterity, and precision control during object manipulation. Ninety-five percent of students were extremely interested in this educational game; eighty-five percent felt that math puzzle games improved their fine motor skills (hand and finger movements); and ninety-two percent intend to continue playing math puzzles on other materials in the future, according to the results of the questionnaire assessing the experience of playing with math puzzles. Students' fine motor skills improved significantly as a result of the implementation of this game, it was concluded.
Abstract:MSMEs in Indonesia are a potential basis for a strong national economy because of their large number, especially micro businesses, and their labor absorption capacity is very large. Sendangtirto Village, which is part of…
the Berbah District Area, Sleman Regency, DIY, also has quite large MSME potential. By knowing and mapping the potential of MSMEs in Sendangtirto and assisting by providing training outreach and mentoring on the digitalization of Sendangtirto MSMEs, it is hoped that it will advance and be able to develop MSMEs, increasing competitiveness with the integration of digital platforms. This service function aims to apply and disseminate the knowledge and skills possessed by academics to the wider community, as well as contributing directly to improving the quality of life and sustainable development. The results of data analysis from the questionnaire showed a significant increase in participants' understanding after the socialization. The participants' positive response to the benefits and ease of use of digital platform robots for ease in digitalizing MSMEs illustrates the success of this socialization.
Keywords: digitalization; socialization;potential of MSMEs
Abstract:Abstract: The potential for the development of meliponiculture in and around the Unhas Bengo-Bengo Educational Forest (BEF) can be an alternative business from non-timber forest resources. The have already occupied of part…
rt of the community in the BEF area requires an understanding of the benefits of the forest and community empowerment through community service activities. One effort to understand is how to enrich bee feed which integrates meliponiculture and agricultural crop cultivation with agroforestry patterns. The implementation of this activity starts with preparation by entering into agreements with the service team with partners, conducting workshops, distributing plant seeds as a source of nectar and pollen feed. The knowledge of partner group members can increase after attending the workshop from the pre test and post test analysis. Assistance is provided through direct visits to the location of meliponiculture and planting of nectar and pollen source plants.
Keywords: agroforestry pattern; feed enrichment; Stingless bee trigona
Abstrak: Potensi pengembangan budidaya lebah trigona di dalam dan sekitar Hutan Pendidikan Bengo-Bengo (HPB) Unhas dapat menjadi usaha alternatif dari sumber daya hutan bukan kayu. Keterlanjuran sebahagian masyarakat berada dalam kawasan HPB mengharuskan perlu diberi pemahaman manfaat hutan dan pemberdayaan masyarakat melalui kegiatan pengabdian kepada masyarakat. Salah satu upaya pemahaman adalah bagaimana pengayaan pakan lebah yang mengintegrasikan budidaya lebah madu trigona dan budidaya tanaman pertanian dengan pola agroforestri. Pelaksanaan kegiatan ini dimulai dari persiapan dengan melakukan kesepakatan tim pengabdian dengan mitra, pelaksanaan workshop, pembagian bibit tanaman sebagai sumber pakan nektar dan polen. Pengetahuan anggota kelompok mitra dapat meningkat setelah mengikuti workshop dari analisis tes awal dan akhir. Pendampingan dilakukan melalui kunjungan langsung ke lokasi meliponikultur dan penanaman tanaman sumber nektar dan polen.
Kata kunci: lebah madu trigona; pengayaan pakan; pola agroforestri
Abstract:Abstrak: Bentuk aplikasi dari serangkaian teori pendidikan yang telah dipelajari di dalam kampus tentunya akan lebih bermanfaat apabila teori-teori ilmu tersebut kita bagi kepada masyarakat. Kegiatan inilah yang disebut…
dengan pengabdian kita kepada masyarakat. Sebagai seorang akademisi baik dosen dan mahasiswa harus mampu bekerjasama dalam meujudkan Tri Darma perguruan tinggi dimana tempat kita membagi dan menimba ilmu pengetahuan. Pengabdian kepada masyarakat adalah tindakan nyata yang dapat kita lakukan untuk menambah wawasan masyarakat terhadap informasi yang akan kita bagikan, sehingga membawa kontribusi positif dalam masyarakat. Apalagi sekarang lagi hangat-hangatnya memperbincangkan tentang pemilihan kepala daerah, oleh karena itu penyuluhan tentang kepemimpinan dianggap perlu untuk di sosialisasikan kepada masyarakat. Harapan kedepannya adalah masyarakat mampu memilih pemimpin yang dapat menjadi contoh baik dalam setiap tindakan dan perkataannnya. Masyarakat diharapkan lebih hati-hati dalam memilih calon kepala daerah, tidak mudah terpengaruh citra dan kekuasaan yang dapat mendatangkan kerudian dalam masyarakat itu nantinya. Selain itu masyarakat tidak perlu takut terhadap tekanan yang mungkin saja datang untuk memaksa memilih jagoan mereka, masyarakat harus mendapatkan pencerahan tentang bagaimana hukum itu berlaku di kalangan masyarakat. Untuk itu selain membahas masalah kepemimpinan Universitas asahan juga bekerjasama dengan Yayasan Lembaga Bantuan Hukum – Cakrawana Nusantara Indonesia untuk memberi pemahaman kepada masyarakat tentang hukum, apa yang harus dilakukan masyarakat apabila tersangkut permasalahan hukum di lingkungannya, mengetahui hak dan kewajibannya dalam mentaati hukum tersebut. Harapan terbesarnya masyarakat di desa antara tidak tabu lagi terhadap permasalahan hukum, masyarakat desa antara berani untuk menghadapai permasalahan hukum yang mereka hadapi, masyarakat desa antara mampu memilih pemimpin yang tepat untuk memimpin daerah mereka.
Kata kunci: Kepemimpinan, Bantuan Hukum, Masyarakat Marginal
Abstract: The application form of a series of educational theories that have been studied on campus will certainly be more useful if the theories of science are shared for the community. This activity is called our devotion to the community. As an academic both lecturers and students should be able to work together in realizing Tri Darma college where we share and gain knowledge. Community service is a real action that we can do to increase society's insight into the information we will share, thus bringing a positive contribution to society. Especially now more warmly discussed about the election of regional heads, therefore counseling about leadership is considered necessary for the socialization to the community. The future expectation is that people are able to choose leaders who can be good examples in every action and perfomance. The community is expected to be more careful in choosing candidates for regional heads, not easily influenced by the image and power that can bring in the society later. In addition people should not be afraid of the pressures that might come to force their heroes, the public should get an enlightenment about how the law applies to the public. In addition to discussing the issue of leadership, the University of Asahan also cooperates with the Legal Aid Foundation - Cakrawana Nusantara Indonesia to provide an understanding to the public about the law, what should the community do when it comes to legal issues in its environment, knowing its rights and obligations in complying with the law. The greatest hope of the community in the village between no longer taboo on legal issues, the villagers between daring to face the legal problems they face, the villagers between able to choose the right leader to lead their area.
Keywords: Leadership, Legal Aid, Marginal Society
Abstract:Abstract:In the education world many challenges always faced by the lecturers in delivering the material, this dikarnakan presentation factor in delivering the material is too monotonous and saturated and resulted in the…
students are not able to absorb everything that is delivered by teachers. This is experienced in LKP mekar sari pulo bandring as a course institution that operates as an extracurricular lesson in which most students are saturated in learning to use the old method. Media is one way to overcome both introduce the computer device and application program.
Keywords:Device, Aplication Program, Media
Abstrak:Dalam dunia pendidikan banyak tantangan yang selalu dihadapi oleh para tenaga pengajar dalam menyampaikan materi, ini dikarnakan faktor penyajian dalam menyampaikan materi terlalu monoton dan jenuh dan mengakibatkan siswa tidak mampu menyerap semua yang disampaikan tenaga pengajar. Hal ini lah yang dialami pada LKP mekar sari pulo bandring sebagai lembaga kursus yang beroperasi sebagai pelajaran ekstrakurikuler yang mana kebanyakan siswa jenuh dalam belajar menggunakan metode lama. Media merupakan salah satu cara untuk mengatasinya baik mengenalkan perangkat komputer maupun program aplikasinya.
Kata kunci:Perangkat, Program Aplikasi, Media
Abstract:Abstract: Manual meeting documentation risks losing important information due to cognitive fatigue. Although automated summarization models have evolved, integrated end-to-end systems for Indonesian spoken language remain…
n highly limited. This study aims to design and evaluate an end-to-end automated meeting summarization architecture that directly integrates Automatic Speech Recognition (ASR) via OpenAI Whisper for transcription and the IndoT5 language model for abstractive summarization. IndoT5 was fine-tuned using a dataset of 486 Indonesian spoken language transcript pairs. Testing was conducted on a CPU infrastructure using MP4, MP3, and WAV formats. Results show the optimal fine-tuning configuration significantly improved accuracy, achieving ROUGE-1 (0.4167), ROUGE-2 (0.1973), and ROUGE-L (0.2701) scores. Computationally, the system achieved a Real-Time Factor below 1, processing data faster than the actual recording duration. Conclusively, integrating Whisper and IndoT5 shows potential in producing coherent meeting summaries with lightweight computational overhead, making it viable for local infrastructure implementation to ensure data privacy.
Keywords: abstractive summarization; ASR; end-to-end pipeline; IndoT5; real-time factor
Abstrak: Dokumentasi rapat manual rentan menghilangkan informasi penting akibat keterbatasan kognitif. Meskipun model peringkas otomatis telah berkembang, implementasi sistem terintegrasi (end-to-end) khusus percakapan lisan berbahasa Indonesia masih sangat terbatas. Penelitian ini bertujuan merancang dan mengevaluasi arsitektur peringkas rapat otomatis end-to-end yang mengintegrasikan langsung Automatic Speech Recognition (ASR) melalui OpenAI Whisper untuk transkripsi dan model bahasa IndoT5 untuk peringkasan abstraktif. Adaptasi domain dilakukan melalui fine-tuning IndoT5 menggunakan 486 pasang dataset transkrip lisan berbahasa Indonesia. Pengujian pada infrastruktur CPU menggunakan format MP4, MP3, dan WAV. Hasil pengujian menunjukkan konfigurasi fine-tuning optimal berhasil meningkatkan akurasi, dengan skor ROUGE-1 (0,4167), ROUGE-2 (0,1973), dan ROUGE-L (0,2701). Sistem mendemonstrasikan efisiensi komputasi dengan nilai Real-Time Factor di bawah 1, mengindikasikan waktu pemrosesan lebih cepat dari durasi rekaman asli. Kesimpulannya, integrasi Whisper dan IndoT5 menunjukkan potensi dalam menghasilkan ringkasan yang koheren dengan beban komputasi ringan, sehingga layak diimplementasikan pada infrastruktur lokal organisasi untuk menjaga privasi data.
Kata kunci: ASR; end-to-end pipeline; IndoT5; peringkasan abstraktif; real-time factor
Abstract:Abstract: Mental health issues, particularly depression among young adult university students, are often detected late due to stigma and reluctance to seek medical consultation. The objective of this study is to develop…
an early screening model employing machine learning techniques, specifically the random forest algorithm, on a dataset of 268 students (aged 17-29 years; consisting of 98 males and 170 females) within a multicultural educational setting. The principal challenges associated with this dataset are class imbalance and the potential for data leakage from clinical scores. This study implements a rigorous feature selection approach that involves the elimination of depression score features and the utilization of the Synthetic Minority Over-sampling Technique (SMOTE) to balance the training data distribution. Furthermore, a Threshold Tuning strategy is employed to prioritize detection sensitivity (Recall). The findings indicate that reducing the decision threshold to an optimal value of 0.25 led to a substantial enhancement in the recall value, increasing it from 36% (baseline) to 77%. A feature importance analysis was conducted, the results of which indicated that Total Social Connectedness (ToSC) is the most dominant predictor. In summary, the present study corroborates the notion that optimizing sensitivity through threshold tuning is of paramount importance for medical screening. Furthermore, social isolation factors emerge as more significant indicators of depression risk than demographic attributes.
Keywords: data mining; depression; imbalanced data; random forest; smote; threshold tuning
Abstrak: Masalah kesehatan mental, khususnya depresi di kalangan mahasiswa dewasa muda, sering terdeteksi terlambat akibat stigma dan enggan mencari konsultasi medis. Tujuan studi ini adalah mengembangkan model skrining dini menggunakan teknik machine learning, khususnya algoritma random forest, pada dataset 268 mahasiswa (usia 17-29 tahun; terdiri dari 98 laki-laki dan 170 perempuan) dalam lingkungan pendidikan multikultural. Tantangan utama yang terkait dengan dataset ini adalah ketidakseimbangan kelas dan potensi kebocoran data dari skor klinis. Studi ini menerapkan pendekatan seleksi fitur yang ketat, yang melibatkan eliminasi fitur skor depresi dan penggunaan Teknik Over-sampling Minoritas Sintetis (SMOTE) untuk menyeimbangkan distribusi data pelatihan. Selain itu, strategi Penyesuaian Ambang Batas diterapkan untuk memprioritaskan sensitivitas deteksi (Recall). Hasil penelitian menunjukkan bahwa mengurangi ambang batas keputusan ke nilai optimal 0,25 menyebabkan peningkatan signifikan dalam nilai recall, dari 36% (dasar) menjadi 77%. Analisis pentingnya fitur dilakukan, hasilnya menunjukkan bahwa Total Social Connectedness (ToSC) adalah prediktor yang paling dominan. Secara ringkas, studi ini membenarkan bahwa mengoptimalkan sensitivitas melalui penyesuaian ambang batas sangat penting untuk skrining medis. Selain itu, faktor isolasi sosial muncul sebagai indikator risiko depresi yang lebih signifikan daripada atribut demografis.
Kata kunci: penambangan data; depresi; data tidak seimbang; hutan acak; smote; penyesuaian ambang batas
Abstract:Abstract: Libraries function not only as information centers but also as literacy spaces that require an orderly and communicative service environment. One supporting service in fostering such an environment is the delivery…
ery of literacy greetings to visitors. In practice, greetings are commonly delivered manually or through conventional bells, leading to inconsistency and dependence on staff availability. This study was conducted at the Amir Machmud Library, Ministry of Home Affairs, Jakarta, Indonesia, aiming to design and evaluate a Python-based scheduled audio alarm system for automated literacy greetings. An applied experimental method was employed, including system design, Python script development, scheduling configuration using Windows Task Scheduler, and direct system testing on a library computer connected to ceiling speakers. The system requires initial execution via Command Prompt (CMD) when the computer is powered on, after which it operates automatically according to predefined schedules. Testing results demonstrate that the system performs scheduled audio playback accurately and operates stably without further manual intervention. The findings indicate that the proposed system provides a practical and efficient solution to enhance service consistency and support a structured and conducive literacy environment in the library.
Keywords: scheduled audio alarm; library automation; python; literacy greeting.
Abstrak: Perpustakaan tidak hanya berfungsi sebagai pusat informasi, tetapi juga sebagai ruang literasi yang memerlukan suasana layanan yang tertib dan komunikatif. Salah satu bentuk dukungan layanan tersebut adalah penyampaian sapaan literasi kepada pengunjung. Dalam praktiknya, penyampaian sapaan masih dilakukan secara manual atau menggunakan bel konvensional sehingga kurang konsisten dan bergantung pada petugas. Penelitian ini dilaksanakan di Perpustakaan Amir Machmud, Kementerian Dalam Negeri, Jakarta, Indonesia, dengan tujuan merancang dan menguji sistem alarm audio terjadwal berbasis Python sebagai media penyampaian sapaan literasi. Metode yang digunakan adalah metode eksperimental terapan melalui tahapan perancangan sistem, pengembangan skrip Python, konfigurasi penjadwalan menggunakan Windows Task Scheduler, serta pengujian langsung pada komputer perpustakaan yang terhubung dengan speaker plafon. Sistem bekerja dengan mekanisme inisialisasi awal melalui Command Prompt (CMD) saat komputer dinyalakan, kemudian selanjutnya berjalan otomatis sesuai jadwal yang telah ditentukan. Hasil pengujian menunjukkan bahwa sistem mampu memutar audio secara konsisten dan stabil pada waktu yang telah diatur tanpa intervensi lanjutan dari petugas. Dengan demikian, sistem ini dapat menjadi solusi sederhana dan efisien untuk mendukung terciptanya suasana literasi yang lebih terstruktur dan kondusif di lingkungan perpustakaan.
Kata kunci: alarm audio terjadwal; otomasi perpustakaan; python; sapaan literasi.