Abstract:Abstract: Campus teaching activities are motivated by various sectors, one of which is to prepare Indonesian student competencies to face social, cultural, work and technological advances / rapid times, as well as to improve…
rove the quality of education for the better. The problems found with partners are focused on the lack of adaptation of technology in management and the learning process in the classroom. The stages/methods of carrying out activities include starting with pre-assignment, assignment to post-assignment. Based on the results of the implementation of activities aimed at increasing students' literacy and numeracy that have been carried out for approximately 5 months, this third campus teaching program received a positive response from the principal, school committee, teacher council, students and guardians of SD Negeri 016406 Gonting Malaha. This is evidenced from the initial acceptance of the campus teaching team which was greeted with pleasure by school stakeholders and the enthusiasm of students in participating in each lesson. Class teachers are also greatly helped by having campus students teach in managing classes and assisting in the use of learning technology. Not only in the learning sector, schools are also greatly helped by the existence of campus students teaching in organizing and managing school administration in the form of reactivating previously abandoned school libraries, compiling correspondence archives and implementing routine gymnastics programs every morning which has not been done before. The results obtained in the technology adaptation of the students also introduced teachers and students directly to the use of information technology and learning resources that are useful in the development and improvement of student literacy and numeracy, for example the use of YouTube and other learning resources.
Keywords: campus teaching; administration; technology; literacy; numeration
Abstrak: Kegiatan kampus mengajar salah satunya adalah untuk menyiapkan kompetensi mahasiswa indonesia menghadapi perubahan sosial, budaya, dunia kerja dan kemajuan teknologi / zaman yang pesat, serta guna untuk meningkatkan mutu pendidikan menjadi lebih baik (Khotimah et al., 2021). Permasalahan yang ditemukan pada mitra dititikberatkan pada kurangnya adaptasi teknologi dalam manajemen maupun proses pembelajaran di kelas. Berdasarkan hasil pelaksanaan kegiatan yang bertujuan untuk meningkatkan literasi dan numerasi siswa yang telah dilakukan selama kurang lebih 5 bulan, program kampus mengajar angkatan 3 ini mendapatkan respon positif baik dari kepala sekolah, komite sekolah, dewan guru, siswa serta wali murid SD Negeri 016406 Gonting Malaha. Hal ini dibuktikan dari awal penerimaan tim kampus mengajar yang disambut dengan rasa senang oleh stakeholder sekolah dan antusiasme siswa dalam mengikuti setiap pembelajaran. Tahapan/metode pelaksanaan kegiatan diantaranya diawali dengan pra-penugasan, penugasan sampai dengan pasca penugasan. Guru kelas juga sangat terbantu dengan adanya mahasiswa kampus mengajar dalam mengelola kelas dan membantu pendampingan dalam penggunaan teknologi pembelajaran. Tidak hanya pada sektor pembelajaran, sekolah juga sangat terbantu dengan adanya mahasiswa kampus mengajar dalam menata dan mengelola administrasi sekolah berupa pengaktifan kembali perpustakaan sekolah yang terbengkalai sebelumnya, penyusunan arsip surat menyurat dan program pelaksanaan senam rutin setiap pagi yang belum ada dilakukan sebelumnya. Hasil yang diperoleh dalam adaptasi teknologi para mahasiswa juga memperkenalkan kepada guru maupun siswa secara langsung mengenai pemanfaatan teknologi informasi maupun sumber-sumber pembelajaran yang berguna dalam pengembangan dan peningkatan literasi serta numerasi siswa misalnya penggunaan youtube maupun sumber belajar lainnya.
Kata kunci: kampus mengajar; administrasi; teknologi; literasi; numerasi
Abstract:Corona virus (COVID-19) is an infectious disease caused by the SARS-CoV-2 virus. Since the spread of Covid-19, many government agencies in Indonesia have received the impact, including SMK Negeri 2 Tanjungbalai. The spread…
ad of the corona virus has resulted in this school no longer being able to carry out face-to-face learning starting from 2019 to 2022. To anticipate the spread of covid-19 in the SMKN 2 Tanjungbalai area, the community service team designed a security system at the school entrance to anticipate the spread of covid, so that if there are people or vehicles that want to enter the school will be sprayed automatically with disinfectant liquid, besides that the tool can also read the body temperature of visitors. This service uses the consultation and science and technology method, where the service team consults with the school principal about existing problems, namely to anticipate the spread of Covid-19 in the school area. or hands, then the temperature is set at 30 0C and do not water, while if the object does not have a fever, the temperature is in the range of 330C-360C and watering is carried out. Meanwhile for objects with a fever, the temperature is >= 370C and no watering is carried out, and they are not allowed to enter. All module voltages use the 5VDC input voltage, which is supplied from the controller. Meanwhile, the pump voltage uses a 12VDC inverter, which is reduced to 5.68 VDC.
Keywords: automatic disinfectant sprinkler; corona; ultrasonic sensor; microcontrollers
Abstrak: Virus corona (COVID-19) adalah penyakit menular yang disebabkan oleh virus SARS-CoV-2. Semenjak penyebaran covid-19 banyak instansi pemerintahan di indonesia yang mendapatkan imbasnya, diantaranya SMK Negeri 2 Tanjungbalai. Meluasnya virus corona mengakibatkan sekolah ini tidak lagi bisa melakukan pembalajaran tatap muka dimulai tahun 2019 sampai dengan 2022. Untuk mengantisipasinya penyebaran covid-19 diwilayah SMKN 2 Tanjungbalai ini, maka tim pengabdian merancang sistem pengaman dipintu masuk sekolah untuk mengantisipasi penyebaran covid, sehingga jika ada orang atau kendaraan yang ingin memasuki sekolah tersebut akan di semprot secara otomatis dengan cairan disinfektan, selain itu alat tersebut juga bisa membaca suhu tubuh pengunjung. Pada pengabdian ini menggunakan metode konsultasi dan ipteks, dimana tim pengabdian berkonsultasi dengan kepala Sekolah tentang masalah yang ada, yaitu untuk mengantisipasi penyebaran covid-19 di area sekolah.. Setelah dilakukan pengujian medapati bahwa Ada 3 kondisi pembacaan objek yaitu, ketika tidak ada objek, atau tangan, maka suhu diseting 30 0C tidak melakukan penyiraman, sementara jika objek tidak demam, suhu di range 330C-360C dan dilakukan penyiraman. Sementara untuk objek yang demam, maka suhu >= 370C dan tidak dilakukan penyiraman, serta tidak diperbolehkan masuk. Seluruh tegangan modul, menggunakan tegangan input 5VDC, yang disupply dari controller. Sementara untuk tegangan pompa menggunakan inverter 12VDC, yang dikecilkan menjadi 5,68 VDC.
Kata kunci : microcontroller; penyiram disinfektan otomatis; sensor ultrasonic; virus corona.
Abstract:Abstract: Activities devotion to the community is in the form of training table for the processing of student value for employees and teachers SMP Negeri 5 Kisaran. It aims to provide knowledge, skills, which are expected…
d to result in changes in knowledge, skills and from employees and teachers so that the process of processing student values can run smoothly and easily. Target audiences in community service activities are employees and teachers of SMP Negeri 5 Kisaran. The training activities are presented with lecture, demonstration and question and answer methods. The availability of adequate lecturers, enthusiasm of the participants, and the support of the principal is a support for the implementation of this PKM activity. The obstacles faced is the ability of participants to use this application is still low. Benefits derived from this activity include participants can know about the significance of the use of Micrososft Excel primarily using the table on processing the value of suswa always used by teachers in schools in entering student value and application of basic formula in accelerate the processing of other data.
Keywords: Teachers, Microsoft Excel, Student Values, Employees, Tables
Abstrak: Kegiatan pengabdian kepada masyarakat ini yaitu berupa pelatihan pembuatan tabel untuk pengolahan nilai siswa bagi pegawai dan guru-guru SMP Negeri 5 Kisaran. Hal ini bertujuan untuk memberikan pengetahuan, keterampilan, yang diharapkan dapat menghasilkan perubahan pengetahuan, keterampilan dan dari para pegawai dan guru sehingga proses pengolahan nilai siswa dapat berjalan dengna lancar dan mudah. Khalayak sasaran dalam kegiatan pengabdian kepada masyarakat ini adalah pegawai dan guru-guru SMP Negeri 5 Kisaran . Kegiatan pelatihan ini disajikan dengan metodeceramah, demonstrasi dan tanya jawab. Ketersediaan dosen yang memadai, antusiasme peserta, dan dukungan kepala sekolah merupakan pendukung terlaksananya kegiatan PKM ini.Adapun kendala yang dihadapi adalah kemampuan peserta menggunakan porgram aplikasi ini masih rendah.Manfaat yang diperoleh dari kegiatan ini antara lain peserta dapat mengetahui tentang arti pentingnya penggunaan Micrososft Excel terutama menggunakan tabel pada pengolahan nilai suswa yang selalu digunakan oleh para guru-guru di sekolah dalam memasukkan nilai siswa dan aplikasi formula dasar dalam mempercepat pengolahan data lainnya.
Kata Kunci: Guru,Microsoft Excel, Nilai siswa, Pegawai, Tabel
Abstract:Abstrak: The purpose of this community service is to provide knowledge and training related to the Prezi learning media to principals and teachers of MIM Parakan. The material provided is an introduction to Prezi learning…
g media, how to register a Prezi account, how to install Prezi, and how to use and create a learning media from Prezi. The method used is lecture, question and answer, and direct practice. Evaluation is carried out by distributing knowledge and motivation questionnaires and product checklists to participants. In general, participants stated that the training schedule and time were right. On average the participants were satisfied with the topic presented. Although some of the participants' expectations were not fulfilled due to several obstacles such as internet connections and laptops that were less supportive. However, the results of the evaluation indicate that the participants were well trained in the tone of increased knowledge and motivation. In addition, the participants' simple work was also quite well.
Keyword: Prezi Training, Elementary School, Learning Media
Abstrak: Madrasah Ibtidaiyah Muhammadiyah (MIM) Parakan merupakan salah satu yang tengah mempersiapkan diri untuk menjadi sekolah yang unggul dalam tingkatan Sekolah Dasar (SD). Penguasaan guru SD akan Teknologi Informasi dan Komunikasi (TIK) sangat berpengaruh sekali terhadap penguasaan guru SD dalam penggunaaan media pembelajaran Tujuan dari pengabdian masyarakat ini adalah memberikan pengetahuan dan pelatihan terkait media pembelajaran berbasis teknologi Prezi kepada kepala sekolah dan guru MIM Parakan, Karanganyar. Materi yang diberikan adalah pengantar pembelajaran media, cara mendaftarkan akun Prezi, cara memasang dan cara menggunakan pembelajaran dari Prezi. Metode yang digunakan adalah tanya jawab, praktik langsung, dan demonstrasi. Evaluasi dilakukan dengan membagikan angket pengetahuan dan motivasi serta daftar periksa produk kepada peserta. Secara umum, peserta menyatakan bahwa jadwal dan waktu pelatihan sudah tepat. Rata-rata peserta puas dengan topik yang disajikan. Meskipun beberapa harapan peserta tidak terpenuhi karena koneksi internet dan laptop yang kurang mendukung. Namun, ada indikasi bahwa peserta terlatih dengan baik dalam hal peningkatan pengetahuan dan motivasi. Selain itu, karya sederhana dari para peserta juga cukup baik.
Kata Kunci: Pelatihan Prezi, Sekolah Dasar, Media Pembelajaran
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: The technique of multiclass classification based on SVMs has been widely used. SVM optimization will be accomplished by examining the extraction features of Principal Component Analysis (PCA), Box-Cox Transformation,…
ation, and Recursive Feature Elimination (RFE). The dataset contains 13,611 rows and 17 variables, generated from the UCI repository's multiclass dry bean data. Barbunya, Bombay, Cal, Dermas, Horoz, Seker, and Sira are just a few of the dry bean kinds available. The dataset was tested using SVM Linear kernel and SVM Radial Basis.According to the results, the combination of scale-center-BoxCox-SVM Radial extraction achieves the maximum accuracy of 93.16 percent and the shortest processing time of 6.10 minutes. 96.00 percent, 100 percent, 96.71 percent, 95.16 percent, 97.60 percent, 97.74 percent, and 91.95 percent, according to bean class.RFE-SVM Radial has a 91.18 percent accuracy and a processing time of 6.55 minutes. BoxCox outperforms conventional techniques in terms of prediction accuracy while requiring less training time.
Keywords: Bean, PCA, BoxCox, SVM, RFE
Abstrak: Klasifikasi Multikelas menggunakan SVM telah banyak digunakan. Pada penelitian ini akan diuji fitur ekstraksi Principal Component Analysis, Box Cox Transformation dan fitur eliminisi Recursive Feature Elimination untuk mendapatkan optimasi SVM. Dataset berasal dari data multikelas kacang kering UCI repository dengan jumlah 13.611 baris dan 17 variabel. Kelas kacang kering yakni : Barbunya, Bombay, Cal, Dermas, Horoz, Seker dan Sira. Dataset diuji menggunakan kernel SVM Linier dan SVM Radial Basis. Didapatkan hasil, bahwa kombinasi fitur ekstraksi : scale-center-BoxCox-SVM Radial memiliki akurasi terbaik yakni 93,16% dan waktu proses 6,10 menit. Klasifikasi berdasarkan kelas kacang berturut-turut 96,00%,100%, 96,71%, 95,16%, 97,60%, 97,74% dan 91,95%. RFE- SVM Radial hanya memberikan akurasi sebesar 91,18 % dengan waktu proses sebesar 6.55 menit. Penggunaan BoxCox dibandingkan dengan lainnya, memberikan hasil prediksi lebih baik dan namun tidak mempercepat waktu pelatihan.
Kata kunci: BoxCox; Kacang; PCA; RFE; SVM
Abstract:This study aims to construct an integrated constellation model and determine optimal strategies for reinforcing lecturers’ professional commitment at leading private universities in Bogor. Utilizing the POP-SDM (Modeling…
ng and Optimization of Management Resources) framework, the research integrates elements of local wisdom and organizational support within a systemic approach to human resource development. The exploratory qualitative phase involved in-depth interviews and focus group discussions to uncover major determinants influencing professional commitment. From the thematic analysis, four principal variables emerged—teamwork, organizational climate, religiosity, and work motivation—which were validated through expert judgment. Quantitative verification was subsequently performed using the Partial Least Squares–Structural Equation Modeling (PLS-SEM) technique to examine both direct and indirect relationships among constructs. The analysis confirmed that all variables exert positive and significant effects on lecturers’ professional commitment, with work motivation being the most dominant factor. To refine improvement priorities, the SITOREM (Scientific Identification Theory for Conducting Operational Research in Educational Management) method was applied, identifying indicators that should be improved, maintained, or further developed. The findings offer empirical and practical insights, including: (1) a validated POP-SDM–based commitment model combining cultural and organizational dimensions; (2) evidence-based strategies to enhance lecturer professionalism; and (3) an optimization framework to guide sustainable lecturer development in higher education institutions.
Abstract:This research aims to analyze Islamic education management in facing the Society 5.0 era, characterized by the integration of digital technology in social and educational life. Using a mixed-methods approach, this research…
ch collected quantitative data through surveys of 150 respondents from Islamic educational institutions and qualitative data through in-depth interviews with 15 school principals and pesantren administrators. The research results show that although technology has been adopted by most Islamic educational institutions, significant challenges arise related to infrastructure limitations, teachers' digital skills, and access disparities in various regions. Adaptive and technology-based leadership plays a crucial role in designing policies that support digital transformation in Islamic educational institutions. Moreover, the integration of Islamic values with technology has also proven to be important in maintaining the identity and morality of Islamic education. This research suggests the importance of intensive training for educators and equitable access to technology so that Islamic education management can be more responsive to social and technological changes, and capable of improving the quality of education in the future.
Abstract:Schools are also not only a means to seek knowledge, but also to shape characters or attitudes in students, for example in terms of attendance or absence. Attendance is an element of discipline that aims to improve discipline…
pline in an institution. Therefore, an online-based attendance system is needed, where the teacher validates students directly using the attendance website through a computer or laptop. The model used for website design is the waterfall method. The results of this study are by designing a student attendance website where the teacher validates students directly using the attendance website so as to facilitate the process of making attendance reports as well as teachers who have validated students can be seen or monitored by the principal or admin as an alternative to solving problems that exist in SMP Negeri 2 Baleendah.
Abstract:Research on the constraints of teachers at SMPN 2 Dompu in module design and assessment of the project to strengthen the profile of Pancasila students (P5) in the Independent Curriculum is very important to carry out because…
ause one of the important aspects of the independent curriculum is P5. This research aims to find out what obstacles the teachers of SMPN 2 Dompu have in designing modules and assessing the project to strengthen the Pancasila student profile (P5) of the Merdeka Curriculum. The research method used in this research is a qualitative method. The data analysis technique used in this research is a data analysis technique developed by Creswell including data collection, data reduction, data display, and drawing conclusions. The results of this research are that there are 6 teacher obstacles. The first teacher has difficulty identifying the readiness stages of educational units in designing modules and project assessments to strengthen the profile of Pancasila students (P5). Second, teachers have difficulty determining dimensions and themes in designing modules and assessments for projects to strengthen the profile of Pancasila students (P5). Third, teachers have difficulty designing and determining time allocation in module design and assessment as well as implementing projects to strengthen the profile of Pancasila students (P5). Fourth, teachers have difficulty developing topics and activity lines in designing modules and assessments for projects strengthening the profile of Pancasila students (P5). Fifth, teachers have difficulty creating and designing project modules for strengthening Pancasila student profiles (P5). Sixth, teachers do not yet understand how to create assessment and assessment rubrics in the project to strengthen the profile of Pancasila students (P5). Recommendations from the results of this research are (1) the Dompu Regency Youth and Sports Education Office must provide training related to P5 module design and P5 Assessment to teachers at SMPN 2 Dompu, (2) Principals must collaborate with campus or external parties to conduct training for teachers.