Prediction of Sleep Disorders Based on Occupation and Lifestyle: Performance Comparison of Decision Tree, Random Forest, and Naïve Bayes Classifier
(Heru Lestiawan, Cahaya Jatmoko, Feri Agustina, Daurat Sinaga, Lalang Erawan)
DOI : 10.33633/jais.v8i3.8987
- Volume: 8,
Issue: 3,
Sitasi : 0 30-Nov-2023
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| Last.31-Jul-2025
Abstrak:
Health is a very important thing in life. Therefore, to maintain health, we need adequate rest. Without adequate rest, the body will not be healthy and fit. In this study, a person's sleep disorder prediction will be made based on their lifestyle and work. The predictions made will classify sleep disorders that are absent, sleep apnea and insomnia from certain lifestyles and work. The methods used to make predictions are decision tree classifier, random forest classifier and naïve Bayes classifier. The test was carried out using a total of 375 data which was broken down into 70% training data and 30% testing data. The results obtained after testing with test data are by using the decision tree classifier algorithm to get an accuracy of 89.431%, using the random forest classifier algorithm to get an accuracy of 90.244% and by using the naïve Bayes classifier algorithm to get an accuracy of 86.992%.
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2023 |
Pengaruh Implementasi Sistem Informasi Manajemen Daerah, Kualitas Sumber Daya Manusia dan Penerapan Standar Akuntansi Pemerintah Terhadap Kualitas Laporan Keuangan Pemerintah
(Agustina Mutia, Achyat Budianto, Mistiani Mistiani)
DOI : 10.51903/e-bisnis.v16i2.1301
- Volume: 16,
Issue: 2,
Sitasi : 0 29-Nov-2023
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| Last.23-Jul-2025
Abstrak:
This study aims to determine the effect of SIMDA, HR quality and SAP implementation on the quality of government financial reports at the Regional Financial and Asset Management Agency of Merangin Regency. This study uses a quantitative approach with primary data in the form of observations, interviews and questionnaires. Sampling in this study used a purposive sampling technique with a sample of 40 people. In this study using multiple linear regression analysis and testing the hypothesis on the T test and F test and analysis of the coefficient of determination. The results of this study indicate that the implementation of regional management information systems and the quality of human resources have no significant effect on the quality of government financial reports, while the research results for the variable of application of government accounting standards show that they have a significant effect on the quality of financial reports. For simultaneous test results (F test), namely the implementation of regional management information systems, the quality of human resources and the application of government accounting standards have a joint effect on the quality of government financial reports. The results of the coefficient of determination (R2) show that the independent variables namely SIMDA implementation, HR quality and SAP implementation can explain the variable quality of government financial reports by 61%, the remaining 31% is influenced by other variables not examined in this study.
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2023 |
Pendampingan Usaha “Telur Asin PCA SALE” Dalam Pemasaran dan Legalitas Usaha
(Agustina Widodo, Hesti Dina Sulistyoningsih, Vena Faradilla Rohana)
DOI : 10.51903/community.v3i3.422
- Volume: 3,
Issue: 3,
Sitasi : 0 28-Nov-2023
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| Last.23-Jul-2025
Abstrak:
UMKM “Telur Asin PCA Sale” di Dukuh Sidoreja, Desa Sale, Kecamatan Sale, Kabupaten Rembang usaha ini dikelola oleh Ibu-ibu PCA Sale, Sekitar kurang lebih 2 tahun. Selama KKU di UMKM “Telur Asin PCA Sale” Tim KKU menemukan beberapa masalah yaitu: 1) Belum mempunyai banner usaha, 2) Belum mempunyai buku laporan keuangan, 3) Belum mempunyai Legalitas Usaha, 4) Belum mempunyai media pemasaran online. Program yang direncanakan untuk memecahkan masalah yang dihadapi pihak UMKM adalah sebagai berikut: 1) Membuatkan Banner Usaha, 2) Membuatkan Buku Laporan agar pihak UMKM mengetahui pemasukan dan pengeluaran dalam usaha yang telah didirikan, 3) Mendaftarkan PIRT, 4) Membuat Akun media sosial berupa Facebook dan Instagram untuk memperluas daerah pemasaran. Hasil setelah progam Kuliah Kerja Usaha dilaksanakan yaitu: 1) Banner sudah terpasang di lokasi UMKM, 2) Pihak UMKM mempunyai buku laporan sehingga memudahkan UMKM dalam mengelola keuangan, 3) UMKM mempunyai izin legalitas usaha dari Dinas Kesehatan, 4) UMKM mempunyai akun media sosial yang memudahkan untuk melakukan pemasaran.
Kata kunci: UMKM, Telur Asin, Pemasaran
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2023 |
Peran Perangkat Desa dalam Menjaga Stabilitas Sosial dan Memberikan Pelayanan Publik di Desa Jubung
(Fatiya Diana Wulandari Putri, Angella Yunita Azarah, Rahmasari Dwi Agustina)
DOI : 10.55606/khatulistiwa.v3i4.2436
- Volume: 3,
Issue: 4,
Sitasi : 0 20-Nov-2023
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| Last.19-Aug-2025
Abstrak:
Jubung Village is a rural community located in Sukorambi Prefecture, Jember District. The research emphasizes the importance of the role of village devices inining social stability and providing public services in Jubung Village. The village system plays a crucial role in managing the governance of the village and improving the well-being of the community. However, they also face challenges and complexities in carrying out their duties and functions. In the village development perspective, the role of the village device becomes a key element in achieving the goals of sustainable development. This study uses the structural theory of functionalism proposed by Talcott Parsons. Society is seen by this theory as a system of interrelated parts to stability and balance. The purpose of this research is to find out how the role of village devices inining social stability and providing public service in Jubung Village. This type of research is qualitative descriptive research. The results of this research show that the Jubung Village device performs its role inining social stability and providing public service well.
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2023 |
Pengaruh Ekspor, Impor, Nilai Tukar (Kurs) Dan Tingkat Inflasi Terhadap Cadangan Devisa Indonesia Periode 2016-2021
(Sucika Safitri, Agustina Mutia, Lidya Anggraeni)
DOI : 10.55606/jurimea.v3i3.281
- Volume: 3,
Issue: 3,
Sitasi : 0 24-Oct-2023
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| Last.19-Aug-2025
Abstrak:
This study aims to find out how the influence of exports, imports, exchange rates and inflation rates on Indonesia's foreign exchange reserves for the period 2016-2021. The type of research used is descriptive quantitative. Data collection is carried out using secondary data in the form of data on exports, imports, exchange rates, inflation rates and Indonesia's foreign exchange reserves for the period 2016-2021. The analytical method used in this study uses the classical assumption test and the multiple linear analysis method with time series data and processed with the SPSS 22 application. The results of this study indicate that the export variable partially has a positive and significant effect on Indonesia's foreign exchange reserves. The import variable partially has no significant effect on Indonesia's foreign exchange reserves. The exchange rate variable partially has a positive and significant effect on Indonesia's foreign exchange reserves. The inflation rate variable has no significant effect on Indonesia's foreign exchange reserves. Meanwhile, simultaneously, the variables of exports, imports, exchange rates and inflation rates have a significant effect on Indonesia's foreign exchange reserves.
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2023 |
Pengaruh Inovasi Produk, Promosi, Dan Kualitas Produk Terhadap Volume Penjualan Kopi Liberika Tungkal Di Gerai UMKM Mekar Jaya Kecamatan Betara
(Dandi Palaguna, Agustina Mutia, Ahmad Syahrizal)
DOI : 10.55606/jurimea.v3i3.277
- Volume: 3,
Issue: 3,
Sitasi : 0 24-Oct-2023
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| Last.19-Aug-2025
Abstrak:
This study aims to determine how the effect of product innovation, promotion, and product quality on the sales volume of Liberika Tungkal coffee at the Mekar Jaya UMKM Outlet, Betara District. The population in this study are all consumers or customers who buy processed Liberika Tungkal coffee products. The sampling technique used the Lame Show formula with a total of 96.4 and rounded up to 100 people. Data collection techniques using questionnaires, documentation, observations and interviews. Which research method used quantitative methods, this study uses primary data and secondary data with multiple linear regression model. Based on the results of the data analysis test, it can be concluded that partially (T test) the product innovation variable (X1) has no effect on sales volume (Y), promotion variable (X2) has a positive effect on sales volume (Y), product quality variable (X3 ) has a positive effect on sales volume. Simultaneously (Test F), shows that product innovation (X1), promotion (X2), and product quality (X3) simultaneously or simultaneously have a positive and significant effect on sales volume (Y). The influence of the variable (Coefficient of Determination) product innovation, promotion, and product quality is 68.1%, while the remaining 31.9% is influenced by other variables not examined in this study.
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2023 |
Analisis Strength, Weakness, Opportunities, Threats di Rumah Makan Sutan Mudo Sakato (SMS) Desa Sebapo, Mestong Jambi Untuk Meningkatkan Daya Saing
(Miftakhul Jannah, Agustina Mutia, Bella Arisha)
DOI : 10.51903/jimeb.v2i3.680
- Volume: 2,
Issue: 3,
Sitasi : 0 07-Oct-2023
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| Last.23-Jul-2025
Abstrak:
The culinary business is the fastest growing business because food is everyone's basic needs. Competitiveness is the company's ability to be compete to maintain the business to be superior to its competitors in seizing attention and consumer loyalty in order to generate sustainable profits. SWOT analysis is a strategic planning method used to evaluate external and internal factors of a business speculation. To increase the competitiveness of the House Eating SMS needs to determine the most accurate and competitive marketing strategy. The research method used is qualitative. Informants in this study are owners, employees, and customers of Rumah Makan SMS. The results of this study show that the strength of SMS Restaurant's business lies in the taste of typical Minang dishes, strategic location, has regular customers, relatively cheap prices compared to closest competitors. The weakness of the SMS Restaurant is that when the price of groceries rises, the service is less fast. The opportunity that Rumah Makan SMS has is the opening of a new branch. Home Threat Eating SMS comes from culinary business rivals of the same or not the same type small eatery. Based on the results of the SWOT analysis of the strategies required for to increase competitiveness is the addition of a new menu, the addition of the number of employees.
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2023 |
Analisis Faktor Penghambat Pengembangan Usaha Kopi Kenanga terhadap UMKM di Desa Lubuk Garam Tahun 2023
(Muhammad Dhafa Amardi, Lucky Marcelino, Rendi Christoper, Septia Laisya Ananda, Winda Hardila Fitri, Indri Anggareini, Yovani Agustina Silaban, Caroline Losawene, Faradina Faradina)
DOI : 10.61132/aspirasi.v1i5.35
- Volume: 1,
Issue: 5,
Sitasi : 0 28-Sep-2023
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| Last.07-Aug-2025
Abstrak:
Economic activity is important in keeping the country's economy running well. One of these economic activities is the production process in which individual or group activities in managing raw materials into goods are carried out in order to increase the use value of the goods. Economic activities, especially production, can run well if the constraining variables can be overcome well. In this paper, the author analyzes what factors inhibit the development of the Kenanga Coffee business located in Lubuk Garam village, Siak Kecil Regency, Bengkalis Regency, Riau Province by direct observation in the field and interviews with related parties.
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2023 |
Efektivitas Latihan Peregangan Perut dan Kompres Hangat Terhadap Nyeri Disminore pada Remaja Putri Kelas XI dI MTS Tanwiriyyah Cianjur Tahun 2022
(Sulis Nuraeni, Marisca Agustina, Rina Afrina)
DOI : 10.55606/sisthana.v8i2.617
- Volume: 8,
Issue: 2,
Sitasi : 0 21-Sep-2023
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| Last.19-Aug-2025
Abstrak:
This study aims to determine the effect of the effectiveness of abdominal stretching exercises and warm compresses on dysmenorrhea pain in young women at MTS Tanwiriyyah Cianjur in 2022. Young women often experience pain during menstruation (menstruation), causing discomfort, especially in daily activities. This complaint is not very good for adolescent development. By using non-pharmacological treatment, namely abdominal stretching exercises and warm compresses for dysmenorrhea pain, it can reduce pain in young women. This research method uses a quantitative research design with a quasi-experiment method with a two group pre-test and post-test design. Results achieved based on the research results in the stretching group was 80.0%, and the results of the Pairet Sample t test with a P value of 0.004 < 0.005. Meanwhile, in the warm compress group, it was 86.7% with Pairet Sample t test results with P Value 0.000 < 0.005. The conclusion of the research shows that there is an influence of the effectiveness of abdominal stretching exercises and warm compresses on dysmenorrhea pain in young women at MTS Tanwiriyyah Cianjur in 2022.
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2023 |
Penerapan Jalan Kaki Dua Puluh Menit Terhadap Perubahan Tekanan Darah Pada Lansia Penderita Hipertensi Di Desa Dukuh Jati
(Agustina Nur Istiqomah, Dewi Kartika Sari)
DOI : 10.55606/termometer.v1i4.2485
- Volume: 1,
Issue: 4,
Sitasi : 0 04-Sep-2023
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| Last.13-Aug-2025
Abstrak:
Background: The world’s elderly population is predicted to increase very quickly in 2020. Based on Susenas and Sakernas data, namely 12,2% in 2020 to 12,71% in 2021.The aging process will affect physical and mental changes in the elderly which results in a decrease in body resistance so that it is susceptible to various diseases and the most common is hypertension. Purpose: To determine changes in blood pressure in elderly patients with hypertension before and after walking activities. Methods: This application uses a descriptive case study by observing 2 female respondents aged 61-64 years who are given the implementation of walking for 20 minutes. Result: After the application of walking for 20 minutes for 3 consecutive days a week there was a decrease in blood pressure. Responden 1 with an average decrease in systolic pressure of 1 mmHg, diastolic 3 mmHg. Responden 2 average decrease in systolic blood pressure 2,3 mmHg, diastolic 0,6 mmHg. Conclusion: Walking for 20 minutes for 3 days a week can reduce blood pressure in elderly people with hypertension.
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2023 |