Abstract:Obesitas adalah masalah kesehatan global yang ditandai dengan menumpuknya lemak tubuh berlebih, meningkatkan risiko penyakit kronis seperti diabetes dan penyakit jantung. Data Mining sangat efektif untuk mengidentifikasi…
faktor risiko obesitas pada individu menggunakan algoritma Random Forest yang diimplementasikan dengan RapidMiner, dipilih karena kemampuannya menangani banyak variabel dan mengatasi multikolinearitas. Dataset ini terdiri dari 2.087 entri dengan 15 fitur terkait gaya hidup, pola makan, dan riwayat kesehatan yang diperoleh dari situs Kaggle, dan dibagi menjadi 90% data latih serta 10% data uji untuk evaluasi kinerja model. Hasilnya menunjukkan model mampu mencapai akurasi 79,81%, presisi 78,26%, dan recall 67,86%, dengan faktor dominan yang mempengaruhi risiko obesitas adalah konsumsi makanan tinggi kalori, rendahnya aktivitas fisik, dan riwayat keluarga obesitas. Penelitian ini memberikan wawasan penting bagi upaya pencegahan obesitas melalui pengembangan kebijakan kesehatan dan program edukasi yang lebih efektif, fokus pada perubahan pola hidup untuk mengurangi prevalensi obesitas dan komplikasi
Abstract:Penelitian ini menganalisis tingkat penghunian kamar hotel di Aceh dari tahun 2018 hingga 2022 menggunakan aplikasi Zaitun Time Series. Data mining digunakan untuk menggali informasi tersembunyi dari data historis guna memahami…
emahami pola dan tren yang ada. Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor yang mempengaruhi tingkat penghunian serta membuat prediksi untuk membantu pengambilan keputusan strategis dalam industri perhotelan di Aceh. Dengan menggunakan metode analisis deret waktu pada aplikasi Zaitun, penelitian ini berhasil menemukan beberapa tren musiman dan tahunan yang signifikan. Hasil analisis ini dapat memberikan wawasan berharga bagi pengelola hotel dan pemangku kepentingan lainnya dalam merumuskan strategi pemasaran dan manajemen yang lebih efektif.
Abstract:This study analyzes the factors that affect the level of work stress in employees in the manufacturing industry sector. This study uses a quantitative approach with data collected through questionnaires distributed to employees…
ployees in several manufacturing companies. Regression analysis techniques are used to evaluate the impact of various factors on work stress. In addition, demographic characteristics such as age, education, and employment status also play an important role in determining stress levels. This study recommends the need for management policies that focus on reducing workload, improving work environment conditions, and providing employee welfare programs to reduce stress and improve employee welfare. These findings provide valuable insights for manufacturing companies in their efforts to create a healthier and more productive work environment.
Abstract:Penelitian pengembangan ini dilakukan karena adanya permasalahan dalam penyajian materi sains di buku tematik kelas 6 yang kurang sistematis dan mendalam, mengakibatkan rendahnya minat baca siswa dan pemahaman materi yang…
g masih belum memadai. Dalam penelitian ini, digunakan pendekatan pengembangan Four-D, dengan tahapan pendefinisian, perancangan, pengembangan,, dan penyebaran. Validasi media dilakukan untuk e-modul interaktif menggunakan aplikasi Canva, yang kemudian direvisi berdasarkan hasil validasi tersebut. Implementasi dilakukan terhadap 37 siswa kelas 6B di SD Negeri wilayah Kecamatan Sambikerep, menunjukkan kevalidan dan kepraktisan yang sangat baik. Hasil belajar siswa setelah menggunakan e-modul interaktif menunjukkan peningkatan yang signifikan, melebihi kriteria ketuntasan minimal. Analisis tes menunjukkan peningkatan literasi sains dengan skor N-gain antara preteset dan posttest menunjukkan gain yang sedang. Berdasarkan temuan ini, disimpulkan bahwa e-modul interaktif dengan aplikas Canva yang dikembangkan valid, praktis, dan efektif dalam meningkatkan literasi sains pada siswa kelas 6. Sebagai saran, penelitian lebih lanjut dapat memperluas cakupan implementasi dan mempertimbangkan integrasi dengan metode pembelajaran lainya untuk meningkatkan efektivitasnya.
Abstract:The preparation of financial and tax reports has a very important role in determining the success and compliance of an entity with applicable regulations and standards. The accounting services firm is the entity responsible…
ble for compiling these reports for its clients. Therefore, evaluation of the process of preparing financial and tax reports at accounting services firms becomes relevant to ensure the quality, accuracy and compliance of these reports. The aim of this research is to evaluate the effectiveness and efficiency of preparing financial and tax reports in accounting services offices. This includes analysis of existing processes, use of technology in preparing reports, and understanding taxes. In this way, it is hoped that areas where improvements are needed to improve service quality and compliance with applicable regulations can be identified. This data was collected through literature reviews and interviews with accounting practitioners and analysis of related documents. Apart from that, direct observation of the report preparation process was also carried out to gain a more in-depth understanding. The research results show that although many accounting firms have implemented best practices in preparing financial and tax reports, there are still several areas where improvements can be made. This includes increased use of technology to increase efficiency and increased collaboration between accounting teams and clients to ensure better compliance. By implementing the recommendations resulting from this research, it is hoped that accounting services firms can improve the services they provide and ensure better compliance with accounting and tax standards
Abstract:Disclosure of a criminal case in order to find the perpetrator of a criminal act cannot be separated from witness statements as evidence. Witness testimony that is recognized as evidence is only testimony that meets subjective…
ective and objective requirements as a witness. In this regard, problems often arise in practice regarding testimonium de auditu witnesses, related to the strength of their evidence before the trial. For certain criminal acts, finding witnesses who saw, heard and experienced the crime is not easy. For example, criminal acts of sexual abuse against children, which are difficult to find because when a criminal act of sexual abuse occurs, at that time there must be only the perpetrator and the victim. The aim of this research is to determine the value and evidentiary strength of the testimony of testimonium de auditu witnesses in the process of proving criminal acts of child molestation. This problem will be answered using normative legal research methods through case studies of Decision Number: 146/Pid.Sus/2020/PN Ktg. The results of the research in writing this article are that the evidentiary value of all evidence, including witnesses, is in the hands of the judge. Judges in determining the value and proof of evidence must pay attention to its suitability with other evidence.
Abstract:The purpose of developing an Android-based Gauss Jordan application is as an alternative in effective and practical Linear Algebra learning. The method for developing this research is R&D (Research and Development) research…
rch with the ADDIE development model. Data collection techniques used are material validation sheets and application display; practicality sheet; test sheets (pretest and posttest); and student opinion sheets. The application developed in application design is with figma.com and for software development using visual studio code. Questionnaire instruments and questions on systems of linear equations were given to 22 TI21A4 students in the Linear Algebra course. Based on the data that has been obtained and processed, the score for improving student learning outcomes is 0.71 which is considered effective. The improvement is classified as high and includes effective, and the average score of the practicality assessment is 4.2 which is included in the high category. This application also received a positive response from students who have used it, so the Gauss Jordan 3x3 application is suitable for use in learning and determining solutions to linear equations.
Abstract:Indonesia is a country rich in natural resources. Due to Dutch and Japanese occupation, Indonesia suffers from poverty. For that came the ideals of establishing an independent and prosperous country. The founding fathers…
and the framers of constitution formulate the ideals of an independent and prosperous country stated in Chapter XIV on Social Welfare in Articles 33 and 34 that adopt the welfare state ideology. In this concept the government controls the natural resources of mining for social welfare. So, the legal politics of mining law should serve the people's welfare.
Abstract:This study examined the management of teacher performance improvement in manifesting professional teachers in schools (Madrasah). The researcher conducted this study because of being motivated by the implementation of teacher…
acher performance management that has not been running optimally, especially in MAN 2 Majalengka and MAS Daarul Uluum PUI Majalengka. The sample in this study was the staff management of the schools, especially the principal, and teacher or educator staff in both schools studied, and the students, both at MAN 2 Majalengka and MAS Daarul Uluum PUI Majalengka. Then, the research method used in this study was descriptive-holistic aiming at finding out descriptive and holistic explanations as well as examining the assumptions used in more depth based on the findings and interpretations of the data in the research field. The data were collected through documentation techniques, interviews, and direct observation by the researcher. The results showed that the management of teacher performance improvement was able to make teachers professional, when the management of improving teacher performance was carried out based on the principles of scientific management and adjusted to the needs and characteristics of the school. Both schools (Madrasah) have been quite successful in implementing teacher performance management optimally. It could be seen in the efforts of both schools in several aspects examined. The planning aspects of both schools (Madrasah) involved a contextual analysis of all school resources and the school’s goals. The implementation of the aspects, in both schools (Madrasah), involved various performance indicators such as; (1) providing the guidance and distributing teacher self-evaluation tools; (2) carrying out academic supervision; (3) studying and concluding the results of academic supervision; (4) communicating the results of academic supervision to the teachers individually; (5) discussed the follow-up including; (a) conducting a non-formal program covering of handling cases that were individual and casuistic in nature (curative); (b) conducting a formal program, namely handling cases that were general in nature, and carried out by all teachers through training in the form of developing and deepening performance points such as composing a lesson plan. Both schools (Madrasah) showed their uniqueness, especially in the indicators of problem solving and following up. The evaluation aspects of both schools (Madrasah) were quite good at measuring existing education services, as well as measuring the extent to which the school elements have achieved predetermined qualifications. In general, this study concluded that both schools (Madrasah) were quite optimal in implementing teacher performance management by referring to the functional aspects of management; planning, implementation, and evaluation.
Abstract:Public administration currently refers to the professionalism of the performance of government officials in public services One of the agencies formed by the local government is the Village Office. The purpose of this study…
udy was to analyze the role of local culture in the relationship of leader member exchange to the performance of employees at the Village Office in Abiansemal District. The research is causal in nature to provide an explanation and understanding of the relationship between the leader member exchange variable, local culture and employee performance variables. The research population was all employees of the Village Office in Abiansemal District, totaling 269 employees. Questionnaires that have been tested for validity and reliability were given to 73 respondents. Methods of data collection by observation, interviews, documentation, literature and questionnaires. The method of determining the sample with a saturated sample and the method of analysis using descriptive analysis and inferential analysis with Partial Least Square (PLS) analysis. The results show that the leader member exchange variable has an effectsignificanton employee performance, local culture has an effect positive and significant on employee performance.Local culture is not able to moderate the influenceleader member exchangeon employee performance but tends to be a predictor variable because it has positive but not significant results.