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Menampilkan 4401–4410 dari 10911 artikel
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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PENGARUH NILAI SOSIAL DAN LINGKUNGAN KERJA TERHADAP MINAT KERJA MAHASISWA PERBANKAN SYARIAH DI KOTA YOGYAKARTA
Bank syariah membutuhkan sumber daya insani yang berkualitas, memahami secara keilmuan tentang konsep bank syariah. Alumni jurusan perbankan syariah mempunyai peluang besar untuk bekerja di bank syariah. Pandangan alumni tentang nilai sosial dan lingkungan kerja mempunyai pengaruh terhadap minat bekerja pada bank syariah. Tujuan penelitian ini adalah untuk mengetahui apakah ada pengaruh yang signifikan antara nilai sosial dan lingkungan kerja terhadap minat kerja lulusan perbankan syariah di Kot...
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A Technical Review of the State-of-the-Art Methods in Aspect-Based Sentiment Analysis
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
With the advent and rapid advancement of text mining technology, a computer-based approach used to capture sentiment standpoints from data in textual form is increasingly becoming a promising field. Detailed information about sentiment can be provided using aspect-based sentiment analysis, which can be used in better decision-making. This study aims to study, observe, and classify previous methods used in aspect-based sentiment analysis. A systematic review is adopted as the method used to colle...
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15 Sitasi
Gambaran Penggunaan Obat Pada Pasien Diabetes Mellitus Tipe 2 DI Intalasi Rawat Jalan RS dr. Oen Solo Baru Periode Januari-Juni 2023
Jurnal Ilmiah Sains dan Teknologi
Vol 6
, No 01
(2024)
Diabetes mellitus (DM) is a widespread health problem and continues to increase every year. Management of DM involves implementing a healthy lifestyle, increasing physical activity, and pharmacological therapy. The aim of this research was to determine the description of drug use in patients with type 2 diabetes mellitus in the outpatient installation of Dr. Hospital. Oen Solo Baru for the period January-June 2023. This research is a non-experimental descriptive research design where data is col...
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GAMBARAN PENGGUNAAN ANTIBIOTIK DI APOTEK JAVA FARMA, TELUKAN, GROGOL, SUKOHARJO.
Jurnal Ilmiah Sains dan Teknologi
Vol 6
, No 01
(2024)
Berdasarkan laporan WHO dalam Antimicrobial resitance : Global report on Surveillance menunjukan bahwa Asia Tenggara memiliki angka tertinggi dalam kasus resistensi antibiotik di dunia, khususnya infeksi yang disebabkan oleh Staphylococcus aureus yang resisten terhadap Methicillin, sehingga mengakibatkan menurunnya fungsi antibiotik tersebut. Hasil penelitian pasien cenderung menggunakan antibiotik tanpa resep dokter dengan tingkat pengetahuan pasien yang minim dan sebagain besar pasien me...
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Pengaruh Ketinggian Lokasi Penanaman Terhadap Sifat Kimia dan Sensori Citarasa Kopi Robusta (Coffea canephora L)
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
The chemical characteristics and sensory attributes of Robusta coffee are influenced by the environment of the coffee plant grows, one of the influencing factors is the altitude plantation locations. The aim of the research was to determine the effect of the land altitude of plantation location on the physicalchemical properties and sensory taste of Robusta coffee. This research used a Completely Randomized Design (CRD) with four (4) treatments based on altitude of the Robusta coffee plant...
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1 Sitasi
Identifikasi Uji Mutu Dan Sensori Kopi Bubuk
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
Coffe is one the plantation commodities that has high economic value and plays an important role as a source of foreign exchange for the country. The purpose of this study was to examine the quality test, tp determine whether there was a difference and to determine the content of water content, ash, alkalinity of the ash, coffee extract, caffeine and mineral Zinc (Zn) as well as the sensory test on ground coffe that met the requirements based on SNI 01-3542-2004. This research consisted of two r...
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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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