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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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Analisis Hukum Islam Tentang Pembiayaan Murabahah Dalam Perspektif Ekonomi Syariah
Jurnal Ekonomi Bisnis dan Kewirausahaan
Vol 14
, No 1
(2025)
Abstract
This study analyzes in depth the murabahah contract from the perspective of Islamic law and Islamic banking practices in Indonesia. The results of the study indicate that murabahah has a strong legal basis, but its implementation in the field still faces several challenges, such as determining the cost of goods and transparency of information. Factors such as the quality of human resources and public awareness also influence the success of murabahah. This study concludes that eff...
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Pengaruh Student Engagement terhadap Communication Skill Mahasiswa
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
Having good communication skills can make someone easily accepted in an organization and will get a positive response in the communication that has been built. The purpose of this study was to see if there is a significant influence between Student Engagement and Student Communication Skills. The research method used is a quantitative research method. Data were collected through a google form using a Likert scale of 1-5 from 62 respondents from the Dharmaduta Department Student Association of th...
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Strategi Guru dalam Menciptakan Lingkungan Belajar yang Menyenangkan bagi ABK di TK Gamaliel Palu
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
Inclusive education is a strategic approach in the national education system that aims to provide equal opportunities for all children, including children with special needs, to obtain quality education without discrimination. This study aimed to identify and analyse teachers' strategies in creating a pleasant learning environment for children with disabilities at Gamaliel Kindergarten in Palu, a private Christian value-based school that implements inclusive education. Through a descriptive qual...
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Analysis of the Potential of Mossak Batak as a Tourist Attraction in Toba Regency
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
Mossak Batak Toba is a traditional martial art originating from the Batak Toba ethnic group in North Sumatra, passed down through generations. Characterized by swift, agile, and powerful movements, Mossak is not only a physical discipline but also embodies spiritual values such as courage, discipline, and loyalty. This study aims to identify and analyze the potential of Mossak Batak as a tourist attraction in Toba Regency from cultural, economic, and social perspectives, and to formulate strateg...
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The Influence of Language and Culture on Indonesian Language at SMKN 1 Rancabali
An International Journal Tourism and Community Review
Vol 2
, No 1
(2025)
Language is one of the fundamental aspects of human life that functions as a means of communication and cultural identity. In the context of education, the influence of cultural language on the use of Indonesian is an interesting phenomenon to study, especially in the vocational school environment of SMKN 1 Rancabali. This study aims to analyze how cultural language influences the use of Indonesian among students and the implications of this phenomenon are the ability to speak good and correct I...
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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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Pengaruh penggunaan ipal komunal terhadap effisiensi biaya pada Proyek Perumahan (studi kasus Perumahan Candi Hills)
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 2
, No 2
(2025)
Pengelolaan air limbah domestik di proyek-proyek perumahan perkotaan menghadirkan tantangan yang semakin meningkat karena pertumbuhan populasi dan urbanisasi yang cepat. Sistem tangki septik individual tradisional sering kali gagal mengatasi pencemaran lingkungan dan risiko kesehatan secara efektif. Penelitian ini bertujuan untuk menganalisis efisiensi biaya penerapan instalasi pengolahan air limbah (IPAL) komunal dibandingkan dengan tangki septik individual di proyek perumahan Candi Hills. Pene...
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Manajemen Risiko Pembangunan Gedung Inspektorat Kabupaten Kebumen
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 2
, No 2
(2025)
Proyek konstruksi sering kali menghadapi berbagai ketidakpastian dan risiko yang dapat mempengaruhi efisiensi serta keberhasilannya. Manajemen risiko yang efektif sangat penting untuk mengidentifikasi dan mengelola potensi risiko yang dapat mengganggu jadwal, biaya, dan kualitas proyek. Penelitian ini bertujuan untuk mengembangkan sistem manajemen risiko yang komprehensif untuk proyek pembangunan Gedung Kantor Inspektorat Kabupaten Kebumen. Menggunakan pendekatan berdasarkan siklus hidup manajem...
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Analisis Kinerja Dan Kapasitas Arus Lalu Lintas Pada Ruas Jalan Kolonel Kardjono Kabupaten Wonosobo
Pratama, Farhan Hamid
; Wulandari, Nisa Putri
; Rahmawan, Fikri Riza
; Negara, Andika Surya
; Lestarini, Wiji
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 2
, No 2
(2025)
Wonosobo merupakan salah satu daerah dengan tingkat gangguan lalu lintas yang cukup tinggi, terutama di sekitar RSUD Kabupaten Wonosobo. Jalan ini sering mengalami permasalahan arus lalu lintas yang mempengaruhi efisiensi dan kenyamanan pengguna jalan. Penelitian ini bertujuan untuk menganalisis kinerja dan kapasitas arus lalu lintas pada ruas Jalan Kolonel Kardjono, Kabupaten Wonosobo guna meningkatkan tingkat pelayanan (Level of Service) jalan tersebut.
Analisis dilakukan dengan mengacu pada...
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