Abstract:Gangguan tidur seperti insomnia dan sleep apnea merupakan masalah kesehatan global yang dapat menurunkan kualitas hidup. Deteksi dini terhadap gangguan ini penting dilakukan, khususnya dengan bantuan teknologi seperti algoritma…
goritma data mining untuk meningkatkan ketepatan diagnosis. Data mining adalah bagian esensial dari analitik data dalam disiplin ilmu data science, yang memberikan berbagai manfaat luas dan aplikasi yang relevan. Penelitian ini menggunakan dataset Sleep Health and Lifestyle dari Kaggle untuk mengevaluasi kinerja tiga algoritma data mining, yaitu Naïve Bayes, Support Vector Machine (SVM), dan Neural Network, dalam mengklasifikasi gangguan tidur. Proses pengembangan model mengikuti tahapan CRISP-DM dengan pengujian akurasi menggunakan Cross Validation dan evaluasi menggunakan Confusion Matrix dan kurva ROC. Berdasarkan hasil pengujian, algoritma Neural Network menunjukkan kinerja terbaik dengan akurasi 93,08% dan nilai AUC yang termasuk dalam klasifikasi "Excellent." Temuan ini menunjukkan bahwa Neural Network efektif dalam mengklasifikasi gangguan tidur, sehingga dapat mendukung proses diagnosa dan penanganan gangguan tidur secara lebih akurat.
Abstract:This research investigates the influence of classroom environment and psychological factors on English learning motivation at SMP Negeri 14 Kota Serang. A conducive classroom environment is deemed crucial in shaping students'…
ents' attitudes towards using English, yet it often faces challenges such as different pronunciation from standard English and social stigma related to using a foreign language outside of classroom contexts. A qualitative research method employing in-depth interviews was used to explore students' and teachers' perceptions regarding these issues.
The findings reveal that many students feel insecure and embarrassed when using English, mainly due to their different accents and negative perceptions of their surroundings. However, teacher support and an inclusive classroom atmosphere can alleviate these barriers and enhance students' motivation to learn English. These findings underscore the importance of teaching approaches that accommodate student diversity and build their confidence in using a foreign language.
Abstract:This study aims to examine how the concept of surveillance is carried out by Montgomery in his role as the father figure with authority in the novel Dark Horses by Susan Mihalic in 2021. The researchers use a qualitative…
method and explorative approach, focusing on contexts and in-depth subjective interpretations. The surveillance is supported by Michel Foucault’s ideas on surveillance, normalization, and disciplinary actions. The analysis looks at how Jack, Roan's father, uses surveillance to control Roan's behavior and enforce normalization and disciplinary actions. This surveillance reflects the father's role as the authoritative figure in the family as reflection of governmentality. In conclusion, the study confirms that Jack's surveillance over Roan proves a father can control the actions and behavior of family members to ensure they follow his rules and desires.
Abstract:Sekolah adalah lembaga tempat siswa mendapat pengajaran dibawah pengawasan seorang guru. Setiap daerah besar memiliki sistem pendidikan formal yang umumnya diwajibkan. Pemberian reward adalah bentuk insentif yang diberikan…
an kepada guru yang mampu bekerja sedemikian rupa, sehingga tingkat keahlian dan keterampilan yang baku terlampaui, sehingga sekolah pantas memberikan reward sebagai hadiah untuk guru. Namun, terdapat beberapa tantangan dalam pemberian penghargaan kepada guru, khususnya dalam proses pemilihan guru yang memenuhi syarat untuk menerima reward yang tidak transparan. Pada permasalahan di atas diperlukan suatu sistem yang dapat memberikan panduan untuk mengevaluasi hasil rekomendasi reward guru dengan cepat dan akurat, dengan tingkat ketepatan dan akurasi yang tinggi. Sistem seperti ini dikenal dengan nama Decision Support System (DSS) atau Sistem Pendukung Keputusan (SPK).
Abstract:Unit Apron Movement Control bertugas melakukan pengawasan di area apron guna menjamin keselamatan dan keamanan di area sisi udara. Sisi udara adalah bagian penting dari bandar udara yang wajib mendapat pengawasan untuk memastikan…
emastikan pergerakan kendaraan yang beroperasi di area tersebut berjalan semestinya. Kedisiplinan di area apron erat kaitannya dengan pelaksanaan tugas yang dilakukan Unit AMC. Selain itu, peralatan penunjang pelayanan darat pesawat udara (GSE) yang digunakan harus memenuhi standar keselamatan yang telah ditetapkan. Penggunaan GSE yang tidak sesuai standar akan mempengaruhi keselamatan dan keamanan daerah di sisi udara. Oleh karena itu, penelitian ini bertujuan untuk menganalisis kinerja yang dilakukan Unit Apron Movement Control dalam pengawasan kelayakan Ground Support Equipment (GSE) di Bandar Udara Internasional Yogyakarta. Berdasarkan hasil penelitian, Unit AMC menemukan beberapa pelanggaran disiplin yang dilakukan oleh petugas GSE, seperti kendaraan yang tidak layak beroperasi serta pengemudi kendaraan yang tidak membawa pas bandara. Selain itu ditemukan juga beberapa kendaraan yang terparkir tidak pada tempatnya, seperti di No Parking Area (NPA) dan di bawah fixbridge. Untuk itu, dilakukan evaluasi kinerja unit AMC dalam melakukan pengawasan kelayakan GSE di area apron, yaitu dengan menggunakan metode MBO (Management by Objectives) berdasarkan planning, monitoring, dan reviewing.
Abstract:This study investigates how cognitive processes in a flipped classroom setting influence self-regulated learning (SRL). Active student participationand self-directed learning are prioritized in this approach. 13 pertinent…
t papers on flipped classrooms, SRL, and related topics were looked into for theliterature review. The results demonstrated the value of SRL in enhancing students' capacity for autonomous learning and academic success.Collaborative and active learning are further encouraged in the flipped classroom setting. The conclusion for education is that in order to enhancestudent learning outcomes, it is critical to include SRL principles into teaching procedures. Offering students individualized support and unambiguousdirection as they get ready for flipped classroom activities are examples of useful recommendations. Through this research, the function of SRL inflipped classrooms is better understood, and ideas for developing instructional strategies based on SRL principles are gained.
Abstract:This study aims to analyze the application of the Hutagogy (Self-Determined Learning) system in basic proficient course training at Pusdiklatcab Jombang, East Java. Hutagogy is a learning approach that gives trainees greater…
ater control and responsibility in organizing and directing their own learning. The research method used is qualitative research with a case study approach. Data were collected through participatory observation, interviews with trainees and instructors, and analysis of training-related documents. The results of this study are expected to provide insight into the effectiveness and benefits of implementing the Hutagogy system in the context of basic proficient course training. A significant 75% strongly agree with the use of diverse media in learning, indicating an understanding of the value of multimedia technologies. Furthermore, 50% strongly agree that students actively participate in course assessments, demonstrating a willingness to evaluate and improve the learning process. Finally, an overwhelming 81.3% support a thorough approach to assessment that includes pre-tests, post-tests, reviews, feedback, and reflections, demonstrating commitment to a holistic evaluation process. And all of the finding explained that hutagogy was applied at Pusdiklatcab Jombang , East Java.
Abstract:Peningkatan jumlah penduduk setiap tahun serta meningkatnya gaya hidup masyarakat mengakibatkan maraknya penyakit kronis. Salah satu penyakit kronis yang sering terjadi adalah penyakit diabetes melitus (DM). Ketaatan dan…
sikap disiplin menjalankan diet sangat penting bagi penderita DM dan dalam menjalakan diat memerlukan dukungan keluarga dan tenaga kesehatan agar berhasil menjalankan diet Penelitian ini bertujuan untuk hubungan social support keluarga dan petugas kesehatan terhadap kepatuhan diet penderita diabetes melitus di Puskesmas Tinggede. Jenis penelitian kuantitatif dengan pendekatan cross sectional. Populasi dalam penelitian ini adalah seluruh populasi yaitu semua penderita diabetes melitus di Puskesmas Tinggede berjumlah 201 orang. Besar sampel 50 orang menggunakan teknik non random sampling dengan cara pengambilan sampel accidental sampling. Hasil penelitian menunjukkan responden yang menyatakan bahwa mendapat support keluarga yaitu 76,0%, yang menyatakan bahwa mendapat dukungan dari petugas kesehatan yaitu 74,0%, responden patuh menjalankan diet yaitu berjumlah 74,0%. Hasil uji Fisher's Exact di dapatkan nilai support keluarga dan dukungan petugas kesehatan masing-masing p=0,007 dan 0,000 (p <0,05), ini berarti secara statistik ada hubungan social support keluarga dan petugas kesehatan terhadap kepatuhan diet penderita diabetes melitus. Simpulan pada penelitian ini adalah ada hubungan social support keluarga dan petugas kesehatan terhadap kepatuhan diet penderita diabetes melitus. Disarankan agar hasil penelitian ini dapat dijadikan masukan bagi Puskesmas Tinggede dalam meningkatkan pelayanan pada pasien diabetes melitus terutama dalam meningkatkan kepatuhan pasien dalam menjalankan diet.
Abstract:Extensive reading practice is a reading activity that involves a variety of materials outside the official curriculum. This research aims to understand how students and teachers implement Extensive Reading Practice and its…
ts impact on language learning. The research method used is a literature review, in which information is collected and analyzed from various sources such as journal articles, books, and related references. The results showed that Extensive Reading Practice received positive responses from students and teachers. Students reported improved reading skills, increased vocabulary, better text comprehension, and increased interest in reading. Meanwhile, teachers reported that extensive reading practice increased students' motivation to learn and active participation in language learning. The role of the school in providing adequate resources for extensive reading practice is also very important. This includes a well-stocked library and a variety of reading materials to support different reading activities. Overall, this study shows that extensive reading practice has significant benefits for students and teachers in improving language proficiency and motivation to learn.
Abstract:The question that is most often raised is how science can become the basis for every development of civilization. With this, civilization can be supported by every theory put forward systematically which is embedded in science,…
cience, and all of this also has an impact on the development of science and technology. Therefore, this study tries to explore issues regarding the nature of science and the development of science and technology along with their influence on contemporary developments under the pretext of being able to restore understanding of science and the development of science and technology. This science is divided into several discussion sections, including nature, function, object, source, truth tester and classification. The development of science and technology includes understanding, influence, ethical responsibility for the use of technology and its influence on Islamic education and how Islamic education responds to developments in science and technology