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Aspect-Based Sentiment Analysis on E-commerce Reviews using BiGRU and Bi-Directional Attention Flow
Setiadi, De Rosal Ignatius Moses
; Warto, Warto
; Muslikh, Ahmad Rofiqul
; Nugroho, Kristiawan
; Safriandono, Achmad Nuruddin
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Aspect-based sentiment Analysis (ABSA) is vital in capturing customer opinions on specific e-commerce products and service attributes. This study proposes a hybrid deep learning model integrating Bi-Directional Gated Recurrent Units (BiGRU) and Bi-Directional Attention Flow (BiDAF) to perform aspect-level sentiment classification. BiGRU captures sequential dependencies, while BiDAF enhances attention by focusing on sentiment-relevant segments. The model is trained on an Amazon review dataset wit...
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Transformation of Lebak Muncang Tourist Village: Tourism and Its Impact on Nature and Society
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
Tourism rural become one of the development strategies that aims for increase welfare public at a time to preserve culture and environment. Lebak Muncang Tourism Village is one of example transformation the village that experienced development significant in sector tourism. Research this aiming for analyze changes that occurred in Lebak Muncang Tourism Village consequence development tourist as well as the impact to environment and society local. The research method used is studies qualitative w...
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Survei Keterampilan Teknik Dasar Siswa Sekolah Sepakbola Iguana Kicker’s Club Usia 14 Tahun di Kota Batu
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
This study aims to identify and analyze the level of basic soccer technique skills in SSB IKC Kota Batu players aged 14 years. The Survey method is the choice in using this research with quantitative descriptive analysis. A total of 28 students of the Iguana Kicker's Club soccer school with a speculation age of 14 years became the subjects in this study. The test instruments used in this study include basic skills in playing soccer, namely: (a) passing and stopping tests, (b) heading tests, (c)...
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Strategi Konseptual Dalam Manajemen Aktivitas Personalia Pada Perusahaan Agen Pelayaran Peti Kemas
Mawardi, Kholid
; Negara, Gembong Satria
; Guritno, Suryo
; Yulianto, Yulianto
; Santoso, Wahyudi
; Emha, Faresh
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
The authors of the article have chosen a company acting as an agent for a container shipping line because the company seeks to decrease its service failures and reduce the chaotic nature of its activities by systematizing them from a scientific point of view and refining its operations at the managerial level. Employees of the company are responsible for activities such as a search for customers, price offers, contacting clients, the conclusion of contracts, coordination of cargo transportation,...
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Penerapan Media Digital dalam Mengatasi Kurangnya Konsentrasi Minat Belajar Siswa Terhadap Pembelajaran IPS SD
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
This study aims to study the results of the application of digital media in overcoming the lack of concentration of students' interest in learning Social Sciences (IPS) in Elementary Schools. In IPS lessons there are various sciences about social and society, of course it is important to learn. The method used is a case study with a qualitative approach involving homeroom teachers and students. The results of the data obtained were taken by interviewing teachers and students involved in SDN 02 S...
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Analisis Model PBL dengan Media Canva terhadap Hasil Belajar Siswa Pendidikan Pancasila Kelas Tinggi SD
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
One of the conditions for achieving learning objectives is the achievement of satisfactory grades from students. Educators must be able to use learning models so that students are active not passive. The learning model is a learning process from start to finish. The model that educators can apply is the Problem Based Learning (PBL) model. The PBL model is one of the learning models where students are given real problems and students must be able to find solutions by finding a way out. The implem...
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Penggunaan Media Pembelajaran Berbasis Teknologi dalam Pembelajaran IPAS di Sekolah Dasar
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 4
, No 1
(2025)
The use of technology-based learning media in Natural and Social Sciences (IPAS) learning in elementary schools has great potential to enhance effectiveness and student engagement. However, the implementation of technology in learning still faces various challenges. This study employs a qualitative method with a literature review approach to analyze the challenges and solutions in integrating technology-based learning media in elementary schools. The findings indicate that many schools have not...
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Pengendalian Kualitas dengan Metode Statistical Quality Control untuk Mengurangi Jumlah Produk Rusak pada Mustofa Bakery di Sukoharjo
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Mustofa Bakery is one of the businesses in Sukoharjo that operates in the food sector. The purpose of this study is to analyze product quality control using the Statistical Quality Control (SQC) method to reduce the number of damaged products and analyze the factors that cause product damage at Mustofa Bakery. The type of data used in this study is quantitative data. The data source used in this study is secondary data. Data collection methods by interview and observation. The data analysis tech...
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An Analysis of the Influence of Integrated Information System Service Quality on User Satisfaction and Loyalty in Various Government Institutions in Indonesia
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 1
(2025)
Transformasi digital di sektor publik telah menjadi prioritas strategis bagi pemerintah Indonesia untuk meningkatkan kualitas pelayanan publik. Sistem Informasi Terintegrasi (IIS) diterapkan untuk menyederhanakan proses administrasi, mempercepat aliran informasi, dan meminimalkan redundansi data antar instansi pemerintah. Namun, kualitas layanan yang diberikan oleh sistem ini tidak selalu memenuhi ekspektasi pengguna, yang berpotensi memengaruhi kepuasan dan loyalitas pengguna. Penelitian ini be...
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Peran Penting Digital Marketing dalam Pertumbuhan UMKM
Wawasan : Jurnal Ilmu Manajemenx, Ekonomi dan Kewirausahan
Vol 3
, No 2
(2025)
Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in Indonesia’s economy but still face numerous challenges in enhancing their competitiveness in the digital era. Digital marketing serves as a key strategy in expanding market reach and improving promotional efficiency. This study aims to explore the role of digital marketing in supporting MSME growth through a case study of the Merdeka Belajar Kampus Merdeka (MBKM) program implemented in Sukamaju Village, Majalaya District, Bandun...
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