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Big Data-Driven Health Risk Stratification: A Health Index-Based Approach Using Feature Importance and PySpark
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Health risk stratification is crucial for preventive healthcare, yet existing models often rely on binary classification generalized disease prediction, neglecting personalized health indicators and graded risk levels. Many studies apply feature selection techniques like Relief and Univariate Selection without quantifying the weighted impact of features. To address these gaps, this study introduces a Big Data-driven Health Index (HI) framework using PySpark for scalable health risk stratificatio...
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2 Sitasi
Peranan Planner di Devisi Operasional dalam Menangani Kegiatan Bongkar Muat Petikemas di PT. Pelindo Petikemas Belawan
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
PT Pelindo Petikemas Belawan. is a container service company. This paper aims to determine the role of the Planner in container loading and unloading activities in the operational division engaged in container loading and unloading. To support the smooth running of loading and unloading work is greatly influenced by the role of the planner in it as well as the loading and unloading equipment facilities and procedures related to the loading and unloading. The role of the planner in operational ac...
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UPAYA PENCEGAHAN STUNTING MELALUI KELAS IBU HAMIL
Kusumadewi, Rita
; Kamidah, Kamidah
; Yuliaswati, Enny
; Ningtyas Prabasari, Siska
; Kustiyati, Sri
; Yuntafiatul
Empowerment Journal
Vol 5
, No 1
(2025)
Stunting adalah masalah gizi kronis yang memengaruhi pertumbuhan dan perkembangan anak, terutama dalam 1000 Hari Pertama Kehidupan (HPK). Penyebab utama meliputi kurangnya asupan gizi, pola makan yang buruk, dan rendahnya pengetahuan ibu tentang gizi selama kehamilan. Program ini bertujuan meningkatkan pengetahuan ibu hamil tentang pencegahan stunting melalui kelas ibu hamil. Kegiatan dilaksanakan di Klinik Pratama Hidayah dengan melibatkan 50 ibu hamil yang dibagi menjadi dua kelompok. Edukasi...
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2 Sitasi
Cloud-Based Accounting Systems : Solusi Transparansi Informasi Keuangan atau Hanya Ilusi Kecanggihan Teknologi ?
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Cloud-Based Accounting Systems (CBAS) are technological innovations that support digital transformation in financial management by increasing efficiency, transparency, and real-time data access. This system helps companies reduce manual recording errors, improve reporting accuracy, and accelerate data-based decision-making processes. In addition, CBAS also has advantages in terms of flexibility of use and compliance with accounting standards, making it a relevant solution for modern companies. A...
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3 Sitasi
Pengaruh Ekspektasi Kinerja, Sosial, dan Kondisi Memfasilitasi terhadap Minat Penerapan Aplikasi Akuntansi Seluler pada UMKM
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
The existence of micro, small and medium enterprises, especially in Bandar Lampung City, is not free from obstacles, one of which is related to bookkeeping or financial reporting. Mobile accounting-based applications are present as one of the technologies that are expected to overcome the problems faced by micro, small and medium enterprises. This study was conducted to determine the factors that influence the interest in implementing mobile-based accounting in micro, small and medium enterprise...
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1 Sitasi
Pelatihan Menulis Kreatif dan Menulis Artikel Jurnal Ilmiah untuk Meningkatkan Kemampuan Literasi Guru SMPIT Bakti Ibu Madiun
Kodrat Eko Putro Setiawan
; Indra Puji Astuti
; Erny Untari
; Doni Susanto
; Luthfi Ustadziyatul Ummah
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
This training on creative writing and writing scientific journal articles aims to improve literacy at the Integrated Islamic Junior High School Bakti Ibu Madiun, especially improving writing skills. The participants of this activity amounted to 20 people. The methods in this training activity are lectures and questions and answers, practice and mentoring. The lecture and question-and-answer method was used to deliver materials related to creative writing and scientific journal articles. The crea...
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Tingkat Kemampuan Penyusunan RPPH Calon Guru PAUD di Era Kurikulum Merdeka Belajar
Anggara Dwinata
; Sayid Marifatulloh
; Emy Yunita Rahma Pratiwi
; Fannidya Hamdani Zeho
; Samsiah Samsiah
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
The role of the independent learning curriculum influences the level of early childhood education institutions. This institution has the responsibility to actualize the preparation of daily learning implementation plans as a form of guidance in carrying out the learning process every day. The format for compiling RPPH consists of program identity, materials, tools and materials, learning resources, series of activities, learning models, and assessments. The research method used is a quantitative...
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Upaya Peningkatan Pengetahuan Pelaksanaan Discharge Planning di Ruang Bedah Rumah Sakit Umum Daerah Pringsewu
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 1
(2025)
The sub-optimal execution of discharge planning often leads to an increase in readmission rates, ultimately resulting in patients bearing the costs of extended hospital stays. Data regarding the implementation of discharge planning in Indonesia reveals that 61% of nurses in Yogyakarta and 54% of nurses in Bandung do not conduct discharge planning Observational data indicated that nurses were not implementing discharge planning in accordance with the established Standard Operating Procedures (SOP...
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SINTESIS SABUN PADAT TRANSPARAN BERBAHAN DASAR MINYAK KELAPA, MINYAK KELAPA SAWIT, MINYAK ZAITUN DENGAN PENAMBAHAN ECO-ENZYME
Jurnal Inovasi Teknik Kimia
Vol 10
, No 1
(2025)
Penelitian ini bertujuan untuk membuat sabun padat transparan dari minyak kelapa murni, minyak kelapa sawit, dan minyak zaitun dan menganalisis pengaruh penambahan eco-enzyme terhadap karakteristik sabun yang dihasilkan yaitu pH, kadar air, kadar asam lemak bebas, uji stabilitas busa, uji organoleptik, dan uji iritasi. Eco-enzym yang digunakan berasal dari hasil fermentasi sampah organik buah-buahan (kulit nanas, kulit jeruk, kulit mentimun, tomat, sawi dan pepaya). Penelitian ini menggunakan 5...
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CHARACTERIZATION OF LIQUID SMOKE FROM CORN HUSK WASTE BY PYROLYSIS AND DISTILATION METHOD
Jurnal Inovasi Teknik Kimia
Vol 10
, No 1
(2025)
Asap cair merupakan cairan berwarna hitam maupun coklat berasal dari biomassa melalui proses pirolisis. Kulit jagung merupakan salah satu sumber limbah pertanian yang melimpah di Indonesia dan belum dimanfaatkan secara optimal. Kandungan selulosa yang dimiliki kulit jagung menjadikan kulit jagung memiliki potensi sebagai bahan pembuatan asap cair. Dengan memanfaatkan kulit jagung sebagai bahan baku asap cair, penelitian ini berpotensi mengurangi limbah pertanian dan mendukung upaya inovasi dalam...
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