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 study aims to explore the impact of Project-Based Learning (PBL) implementation on grade 6 students' understanding of solar system material at SDN Kedungsugo 1 Prambon. The research method used a descriptive qualitative…
tive approach involving grade 6 students and science teachers. The results showed that PBL was effective in increasing students' involvement and understanding of the solar system concept. The implication is that PBL can be used as a dynamic and useful teaching method in improving students' learning experience in elementary schools. Suggestions for improvement involve diversification of teaching materials, further training for teachers, and measurement of long-term impact on students' concept understanding.
Abstract:Penerapan model PBL memberikan pengalaman siswa untuk terlibat secara kontestual dengan permasalahan kehidupan sehari-hari mereka, sehingga pembelajaran lebih bermakna dan siswa tidak merasa berpikir secara abstrak. Model…
l ini dinilai efektif terhadap self-confidence siswa. Namun, penelitian sebelumnya yang menyelidiki keefektifan model PBL terhadap self-confidence siswa menunjukkan hasil yang tidak konsisten. Oleh karena itu, studi meta-analisis ini dilakukan untuk menguji keefektifan model PBL terhadap self-confidence siswa dibandingkan dengan model pengajaran konvensional dengan pendekatan meta analisis. Studi ini menganalisis 20 ukuran efek dari 17 studi primer yang dipublikasikan pada tahun 2016 hingga 2024. Pengumpulan data menggunakan database Google Scholar, Education Resources Information Center (ERIC), Directory of Open Access (DOAJ), Springer publishing, AIP Proceedings, IOP Sciences, dan Elsevier. Hasil analisis dengan menggunakan model estimasi random-effect diperoleh ukuran efek gabungan sebesar (g = 0.52; p < 0.01). Nilai ini berada pada kategori efek sedang. Hasil ini memberikankesimpulan bahwa penggunaan model PBL memiliki pengaruh yang signifikan terhadap self-confidence siswa dibandingkan dengan pembelajaran konvensional. Penelitian ini memberikan kesimpulan yang lebih objektif mengenai keefektifan PBL terhadap self-confidence siswa, sehingga diharapkan dapat dijadikan sebagai landasan pengambilan keputusan yang tepat bagi pendidik dan pemangku kepentingan.
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
Abstract:The advancement of science impacts learning innovations that fulfill the requirements for resolving issues in the field of education. The goal of this project is to find instructional resources for writing short stories…
that are appropriate for class IX students. This research used a descriptive qualitative methodology to collect data using interviews and questionnaires. The findings indicated that there were constraints and a lack of teaching resources for class IX students at SMP Negeri 24 Kerinci to write short stories. The final results indicate that creative teaching tools based on the Cerpengram technique are required to facilitate comprehension of the subject matter, particularly short story writing abilities. According to the requirements analysis, 100% of students and instructors demand novel teaching resources based on the Cerpengram technique that have been produced in the form of e-modules.
Abstract:Legal system development certainly cannot be separated from sociological developments that include customs, norms, culture, and religion. In terms of rapid economic development, no doubt, a country is required to have a…
rule of law that can accommodate these needs and could cover various sociological spectrums that exist and are constantly changing within its people. Indonesia as a country with the largest Muslim majority in the world, while the notion of the whole state is based on Pancasila with diverse customs and cultural norms is certainly faced with several challenges, one of which is the transformation and the implementation of living law that includes religious, as well as indigenous law into a state law. The field of economics as an example of a social event that continues to revolve, will significantly be affected in the development of legal and social science. Sharia law is no longer a codification of exclusive law limited to certain groups of people but has become a general rule not only in Indonesia but also internationally with the existence of Islamic banking system. This phenomenon certainly changes the view of the legal order that applies in society if the change is assessed through the eyes of the sociology of law in Indonesia.
Abstract:The background of this research is that there has not been a habit of using academic information systems by both lecturers and students, there are no educational staff from the field of computer science or informatics, and…
nd the limited budget they have. This research approach is a qualitative research with case study method. The results of this study indicate that academic information system planning refers to the blue print for the development, management and utilization of higher education information systems. The organization assigns a direct assistant to the Head of Academic and Student Affairs who is assisted by two operators, whose operational direction is based on a decree issued by the leadership which is fully managed by the Telecommunications Center. Coordination of academic information systems based on the participation and support of all parties. Control is carried out directly by the Chairman as the leader. The obstacles faced in general are that there is no budget available considering the need for the development of an Academic Information System that requires a large amount of money, the age of most of the lecturers is old so it is quite difficult to adapt to changes towards digital and the ability of lecturers to use information systems is still low. The solution is to encourage students and lecturers to want to get used to adapting and learning in the use of academic information systems
Abstract:Newborns are a crucial transition period from life in the womb to life outside the womb. One important aspect of newborn care is hygienic and proper umbilical cord care, to prevent infections such as neonatal tetanus and…
accelerate the natural process of umbilical cord separation. Mothers' knowledge of umbilical cord care plays a crucial role in the success of such care. This study aims to determine the knowledge of mothers with babies aged 0–7 days regarding umbilical cord care at the Mitra Kerja Clinic of the Santa Elisabeth Health Sciences College in Medan. This study used a quantitative descriptive design with a purposive sampling technique, with 30 respondents. Data were collected through questionnaires and analyzed univariately. The results showed that most mothers had sufficient knowledge (50%), good (36.7%), and poor (13.3%). The majority of respondents were aged 20–35 years (96.7%), <20 years (3.3%), primigravida (56.7%), multigravida (43.3%) and had a high school education (70%), bachelor's degree (16.7%), and diploma (13.3%). Conclusion: Most mothers have sufficient knowledge about umbilical cord care. It is recommended that clinics conduct regular outreach sessions to improve mothers' understanding, and that further research be conducted by adding variables such as occupation and source of information
Abstract:The maternal mortality rate in Indonesia remains a serious issue, primarily due to the lack of quality childbirth services. One approach applied is the loving care for mothers, which is a service approach that respects the…
he rights, comfort, and wishes of mothers during the childbirth process. Research objective: To understand the attitudes of midwives regarding loving care for mothers during childbirth. Research method: This type of research is descriptive. The research locations are Lidya Clinic, Katarina Clinic, Kasih Bunda Clinic, Pratama Bertha Clinic, Pratama Romauli Clinic. Research results: The results indicate that 21 respondents (70%) have a positive attitude, while 9 respondents (30%) have a negative attitude. Conclusion: Based on the research results, it shows that midwives have a positive attitude to awards maternal affection care during labor. The researchers suggest that midwives at Collaborative Clinics of Santa Elisabeth Health Sciences College Medan should maintain their positive attitude in providing services
Abstract:This study aims to assess the performance of lecturers in the Computer Science Study Program at HKBP Nommensen University Pematangsiantar from the perspective of students and identify areas that need improvement to enhance…
ce the academic quality of the study program. The study uses a quantitative approach through a survey. The researchers collected data using a five-point Likert scale questionnaire distributed to 103 students of the Computer Science Study Program who had attended lectures. The researchers analyzed five aspects: teaching readiness, teaching materials, teaching discipline, teaching evaluation, and lecturer personality. We analyzed the data using descriptive statistics, calculating the percentage of student responses for each aspect of the assessment. The results of the study show that the performance of lecturers in the Computer Science Study Program at HKBP Nommensen University Pematangsiantar is generally in the good to very good category. The aspects of teaching readiness, teaching materials, teaching discipline, and teaching evaluation received very good ratings. The aspect of lecturer personality was in the good category. However, we must improve lecturer performance in the aspect of research. We must improve productivity, continuity of research activities, and scientific publications. The results of this study are expected to be used as evaluation material and a basis for policy-making for institutions in their efforts to improve the quality of lecturers and higher education in a sustainable manner.