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Menampilkan 3411–3420 dari 8039 artikel
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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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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Hubungan Intensitas Penggunaan Sosial Media dengan Prokrastinasi Akademik Siswa MTsN 2 Bukittinggi
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 3
, No 1
(2024)
This paper examines the relationship between the intensity of social media use and academic procrastination in students of MTsN 2 Bukittinggi. Using a correlative quantitative method, this study found that students' intensity of social media use has a significant relationship with their academic procrastination. The hypothesis was accepted with a considerable correlation value (0.431), and the positive correlation indicated that the higher the intensity of social media use, the higher the level...
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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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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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The Use of Google Translate and U-Dictionary as Machine Translation for Translating Text: EFL College Student’s Preference and Perceptions
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
Several studies have investigated the effects of using Google Translate and U-Dictionary on translation products for English as a foreign language (EFL) student. However, students' preferences regarding these two machines’ translation for translating texts in EFL translation classes in Indonesia still seem relatively few and have not been much explored. This research aimed to determine which machine translation EFL college students prefer for translating their text. This study used a qualitative...
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Profil Kondisi Fisik Atlet Putra Porprov Cabang Hockey Lapangan Kabupaten Kendal Tahun 2023
Journal of Education and Sport Science
Vol 5
, No 1
(2024)
Tujuan dari penelitian ini adalah untuk mengetahui profil kondisi fisik atlet PORPROV hockey di Kabupaten Kendal tahun 2023. Metode penelitian yang telah dilakukan adalah metode survei serta menggunakan teknik analisis data tes dan pengukuran. Instrumen yang telah digunakan adalah 7 item tes kondisi fisik antara lain adalah : daya tahan, kekuatan, fleksibilitas atau kelentukan, kelincahan, daya ledak dan kecepatan. Populasi dalam penelitian ini sebanyak 12 atlet. Sampel dalam penelitian ini seba...
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Pelatihan Teknik Sampling Dan Survey Untuk Meningkatkan Kinerja Karyawan PT Mustika Jaya Lestari Semarang
Yulianto, Safaat
; Khikmah, Laelatul
; Ambarwati, Atika Nurani
; Wijayaningrum, Taswati Nova
; Sulistijanti, Wellie
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 1
(2024)
Survey is a very important step in supporting decision making in various fields. In conducting surveys, surveyors are required to collect data that must be approached by statistical methods. To be able to understand and conduct surveys correctly, an understanding of statistical analysis is needed, especially on quantitative data. The low understanding and analysis of data and the use of statistical methods make survey results with quantitative data cannot be completed correctly. To be able to co...
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JURIDICAL ANALYSIS OF THE AUTHORITY OF COMMODITIES TRADING SUPERVISORY AGENCY (BAPPEBTI) TOWARDS FUTURES TRADE CUSTOMERS IN INDONESIA
Dinamika Hukum
Vol 14
, No 3
(2024)
Futures brokers also on their sites or online platforms often commit violations by making promises that are prohibited by the regulations in the field of Futures Trading. For this, the customer needs legal protection, because the violation causes losses for the customer. This study aims to analyze the forms of authority of the Regulatory Body (BAPPEBTI) in commodity futures trading and to analyze the forms and processes of legal protection of customers in futures trading activities at Commodity...
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