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Application of Complementary Therapy as an Effort to Mitigate Health Crisis from Malnutrition Risk Factors in Vulnerable Groups
Gaster
Vol 22
, No 1
(2024)
Introduction Malnutrition, a critical global health issue, continues to affect vulnerable populations despite advances in healthcare and nutrition science, highlighting the need for integrated intervention strategies that combine traditional nutritional support with complementary therapies. Objective: This research aimed to assess the effectiveness of a holistic intervention combining nutritional strategies and complementary therapies in mitigating malnutrition risks within vulnerable families,...
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Identification of Social Media Posts Containing Self-reported COVID-19 Symptoms using Triple Word Embeddings and Long Short-Term Memory
Amalia, Raisa
; Lambung Mangkurat University
; Faisal, Mohammad Reza
; Universitas Lambung Mangkurat
; Indriani, Fatma
; Universitas Lambung Mangkurat
; Budiman, Irwan
; Universitas Lambung Mangkurat
; Mazdadi, Muhammad Itqan
; Universitas Lambung Mangkurat
; Abadi, Friska
; Universitas Lambung Mangkurat
; Mafazy, Muhammad Meftah
; Institut Teknologi Sepuluh Nopember
Telematika
Vol 17
, No 1
(2024)
The COVID-19 pandemic has permeated the global sphere and influenced nearly all nations and regions. Common symptoms of this pandemic include fever, cough, fatigue, and loss of sense of smell. The impact of COVID-19 on public health and the economy has made it a significant global concern. It has caused economic contraction in Indonesia, particularly in face-to-face interaction and mobility sectors, such as transportation, warehousing, construction, and food and beverages. Since the pandemic beg...
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Comparative Analysis of Classification Methods in Sentiment Analysis: The Impact of Feature Selection and Ensemble Techniques Optimization
Defit, Sarjon
; Universitas Putra Indonesia “YPTK” Padang
; Windarto, Agus Perdana
; STIKOM Tunas Bangsa
; Alkhairi, Putrama
; STIKOM Tunas Bangsa
Telematika
Vol 17
, No 1
(2024)
Optimizing classification methods (forward selection, backward elimination, and optimized selection) and ensemble techniques (AdaBoost and Bagging) are essential for accurate sentiment analysis, particularly in political contexts on social media. This research compares advanced classification models with standard ones (Decision Tree, Random Tree, Naive Bayes, Random Forest, K-NN, Neural Network, and Generalized Linear Model), analyzing 1,200 tweets from December 10-11, 2023, focusing on "Indones...
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14 Sitasi
Optuna Based Hyperparameter Tuning for Improving the Performance Prediction Mortality and Hospital Length of Stay for Stroke Patients
Tikaningsih, Ades
; Universitas Amikom Purwokerto
; Lestari, Puji
; Universitas Amikom Purwokerto
; Nurhopipah, Ade
; Universitas Amikom Purwokerto
; Tahyudin, Imam
; (Scopus ID: 56764427700, Universitas Amikom Purwokerto)
; Winarto, Eko
; RSUD Banyumas Polyclinic Neural
; Hassa, Nazwan
; RSUD Banyumas Polyclinic Neural
Telematika
Vol 17
, No 1
(2024)
Cardiovascular disease (CVD) stands as the foremost contributor to worldwide mortality, with strokes as part of significant CVD. Research on potential mortality risks and hospitalizations for stroke patients became crucial as a basis for evaluation to improve the quality and control of stroke patient services. Although machine learning technology has been widely used in health data analysis, understanding the relative performance and characteristics of machine learning (ML) models is still limit...
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Deep Learning for Histopathological Image Analysis: A Convolutional Neural Network Approach to Colon Cancer Classification
Telematika
Vol 17
, No 1
(2024)
Colon cancer is a type of cancer that attacks the last part of the human digestive tract. Factors such as an unhealthy diet, low fiber consumption, and high animal protein and fat intake can increase the risk of developing this disease. Diagnosis of colon cancer requires sophisticated diagnostic procedures such as CT scan, MRI, PET scan, ultrasound, or biopsy, which are often time-consuming and require particular expertise. This study aims to classify colon cancer based on histopathological imag...
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Penguatan Legalitas Produk Pangan Halal Pada UMKM Menuju Terwujudnya Ketahanan Pangan
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
The improvement of food resilience in Indonesia, especially in the context of Micro, Small, and Medium Enterprises (UMKM) household industries, is a primary focus to achieve optimal food resilience. This write-up is a literature review related to the empirical phenomenon surrounding the issue of halal food products, discussing the strengthening of the legal aspects of halal food products in MSME household industries as a strategic step towards optimal food resilience. Halal food products are an...
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Pelatihan Pembuatan Gasnish Minuman dan Tumpeng Bagi Siswa/siswi SMK
Jurnal Pengabdian Kepada Masyarakat
Vol 1
, No 1
(2024)
Learning in making food and drink garnishes has been integrated into the vocational school curriculum, but there is a problem faced by students when the learning process for making garnishes in class X takes place online due to the Covid-19 pandemic. This condition results in the minimal ability of students to make garnishes. Based on this background, the proposed training for making drink garnishes and tumpeng were really needed by these students. The methods used in training for making drink g...
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Sosialisasi Anti-Plagiarisme dan Bijak Menggunakan Media Sosial bagi Mahasiswa Baru AKS Ibu Kartini Semarang
Jurnal Pengabdian Kepada Masyarakat
Vol 1
, No 1
(2024)
Socialization activities regarding anti-plagiarism and wisely usage of social media for new students are activities that are integrated in the Introduction to Campus Life for New Students (PKKMB) program in 2023. The aim of this socialization activities are to provide new students with new understanding and knowledge regarding anti-plagiarism and wise in using social media. The implementation stage of this socialization activities consists of 3 (three) stages, namely the preparation stage, imple...
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Pemanfaatan Teknologi Informasi, Literasi Keuangan, Modal Usaha dan Kreativitas dalam Mencapai Business Sustainability pada Mahasiswa Wirausaha
Widiastuti, Ekaningtyas
; (SINTA ID : 6152351, Universitas Jenderal Soedirman)
; Simin, Simin
; Listiowati, Emyliana
; Nikmah, Filda Khoirun
Probisnis
Vol 17
, No 1
(2024)
Penelitian ini bertujuan untuk menguji pemanfaatan teknologi informasi, literasi keuangan, modal usaha, dan kreativitas dalam mancapai business sustainability pada Mahasiswa Wirausaha Universitas Jenderal Soedirman. Metode pengumpulan data yang digunakan berupa kuisioner. Teknik pengambilan sampel dalam penelitian ini adalah Convenience sampling. Analisis data menggunakan program SPSS dengan metode Regresi Linear Berganda. Sampel yang dihasilkan sebanyak 99 responden mahasiswa berwirausaha. Hasi...
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PELAKSANAAN UNDANG-UNDANG NOMER 25 TAHUN 2009 DAN UNDANG-UNDANG NO 8 TAHUN 2016 BAGI PEMENUHAN HAK AKSESBILITAS PENYANDANG DISABILITAS DALAM PENYELENGGARAAN PELAYANAN PUBLIK DI KANTOR PERTANAHAN KOTA SURAKARTA
Dinamika Hukum
Vol 14
, No 3
(2024)
The government issued Law Number 25 of 2009 and Law 8 of 2016 Law on Persons with Disabilities, in the context of services, fulfilling human rights and freedoms for persons with disabilities, efforts must be made in order to fulfill their rights by being able to organize public services inclusive and quality in accordance with the principles of public service delivery This research method uses normative and empirical research based on legal facts originating from the substance of laws and regula...
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