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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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Pengenalan Keselamatan, Kesehatan Kerja dan Lingkungan (K3L) serta Perilaku Hidup Sehat dengan penerapan Zero Waste
Jurnal Pengabdian Kepada Masyarakat
Vol 1
, No 1
(2024)
AKS Ibu Kartini is a Vocational College where 80% of student activities are in work laboratories which are at risk of work accidents, so it is necessary to conduct outreach on the introduction of Occupational Safety, Health and the Environment (K3L). The aim of the outreach is for participants to know and apply K3L at work to improve health, minimize work risks, create a healthy work environment, and increase work productivity and healthy living behavior with Zero Waste. The methods used for soc...
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Transitivity System of Markobar Text In Traditional Angkola Marriage
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
This research aims to describe transitivity process types in Markobar text. Quantitative data supported this qualitatively-oriented descriptive study. The subject of the investigation is a Markobar text in Angkola language. The research was designed using qualitative content analysis. Six indigenous elders and four parents were purposively selected as participants in this study. The data source used is oral data in the form of transcripts. Transitivity in Halliday's systemic functional grammar...
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Pelatihan Public Speaking Radio Bagi Pelajar SMAN 10 Kota Semarang Menggunakan Aplikasi Zararadio
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 1
(2024)
In everyday life humans can never be separated from communication. Public speaking skills or public speaking are still not fully owned by students. Radio is a popular mass media as a source of information needed by the public. One of the important benchmarks for a radio station is the existence of an announcer. So it is necessary to have knowledge of speaking techniques as a radio announcer. To measure the level of understanding of the participants, the manager conducted a pre-test and post-test...
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Penggunaan Sistem Informasi Dalam Pengelolaan Data Olah Raga
Inovasi Teknologi Informasi Dan Komputer Untuk Masyarakat
Vol 4
, No 1
(2024)
Komite Olahraga Nasional Indonesia (KONI) Kabupaten Kendal is an organization that is authorized and responsible for managing, fostering, developing and coordinating all sports activities in Kendal Regency. The Kendal Regency KONI management manages 54 sports with a total of 689 athletes, while there are 100 coaches. To manage this, an athlete information system is needed to manage data and information about athletes, including athlete profiles, match results, training schedules, health and fitn...
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Analisis Kesalahan Tata Tulis Bahasa Jawa Pada Siswa Kelas VII MTs AL Muslihun Tlogo Kanigoro
Vol 2
, No 2
(2024)
The purpose of this research is to describe grammatical errors in writing Javanese for grade 7 students and to describe what are the factors that cause errors in writing Javanese letters. This study uses a type of qualitative descriptive research. Test and interview methods were used to collect data. Data analysis in this study used descriptive data analysis and the results showed that there were several grammatical errors in the Javanese language in the form of errors in the use of vowels. Fact...
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SOSIALISASI LITERASI KEUANGAN UNTUK IBU RUMAH TANGGA DI DESA LEDUG KECAMATAN KEMBARAN KABUPATEN BANYUMAS
Amelia, Shella Rizqi
; Pratiwi, Agustin Riyan
; Arofah, Anastasia Anggarkusuma
; Pangestu, Retno
; Supriatin, Dyah
; Pangestika, Lia Widya
Perwira Journal of Community Development
Vol 4
, No 1
(2024)
Ibu rumah tangga sangat berperan penting memberikan kontribusi yang besar bagi perekonomian nasional, namun sebagian besar mengalami kesulitan dalam mengelola keuangan rumah tangga dan berdampak pada perekonomian domestik (rumah tangga). Secara umum, persoalan yang dihadapi oleh ibu rumah tangga meliputi kesulitan mengatur keuangan, tidak pernah ada perencanaan keuangan, dan salah dalam pengambilan keputusan keuangan.
Banyak ibu rumah tangga yang memegang kendali keuangan dalam rumah tangga tanp...
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Analisis Perbandingan Struktur Baja Menara Masjid Dengan Metode Ultimit dan Tegangan Ijin
Media Komunikasi Dunia Ilmu Sipil
Vol 5
, No 1
(2024)
Pada suatu perencanaan proyek konstruksi terdapat berbagai metode perhitungan yang dapat digunakan sesuai dengan pengaplikasian metode masing-masing untuk dapat memperoleh hasil yang paling efisien dalam berbagai hal dan memenuhi standar keamanaan suatu bangunan. Dalam perencanaan suatu bangunan terdapat berbagai metode perhitungan, dintaranya yaitu metode ultimit atau Load and Resistance Factor Design (LRFD) dan metode tegangan ijin atau Allowable Stress Design (ASD). Dalam penelitian ini kedu...
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A Juridical Review of the Open Proportional System in the 2024 General Election
AMNESTI : Jurnal Hukum
Vol 6
, No 1
(2024)
The emergence of the petition for judicial review of Case Number 114/PUU-XX/2022 against Law Number 7 of 2007 concerning General Elections has raised the political temperature of the country. The petitioners argued that the open proportional system was contrary to the 1945 Constitution and should therefore be replaced with a closed proportional system. The petitioners, who are political party officials, feel that the open proportional system has harmed their constitutional rights. This study aim...
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Aspek Hukum Waqf FinTech: Perkembangan dan Tantangannya di Indonesia
AMNESTI : Jurnal Hukum
Vol 6
, No 1
(2024)
Indonesia dengan penduduk muslim terbesar di dunia memiliki potensi yang sangat strategis dalam pengembangan ekonomi Syariah termasuk di bidang wakaf dan Financial Technology (FinTech) syariah. Saat ini berkembang Waqf FinTech yang berupaya memaksimalkan pengelolaan wakaf melalui media Financial Technology. Penelitian ini bertujuan untuk mengkaji implementasi Waqf FinTech terutama dalam rangka mengoptimalkan pengelolaan wakaf dan meningkatkan kesejahteraan rakyat banyak. Metode pendekatan yang d...
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