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Menampilkan 1–10 dari 38 artikel
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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Keutamaan Ilmu dalam Perspektif Islam: Transformasi Spiritualitas dan Kontribusi Sosial bagi Kaum Muslim dalam Kitab Mahfudzot Fadhoilul Iman
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2024)
This study aims to examine the virtues of knowledge from an Islamic perspective as taught in the book Mahfudzot Fadhoilul Iman and to explore its relevance in shaping the spiritual transformation of individual Muslims and their social contributions in the modern era. A qualitative approach was employed, utilizing a literature review method to analyze the key principles outlined in the book.The findings reveal that the book Mahfudzot Fadhoilul Iman emphasizes knowledge as the foundation of faith,...
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Keutamaan Ilmu dalam Al-Qur’an dan Hadits : Perspektif Kitab Mahfudzot Fadhoilun Nabi wa Shahabat dalam Membangun Karakter Mahasiswa Universitas Islam Zainul Hasan Genggong Probolinggo
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2024)
This research investigates the significance of knowledge as presented in the Qur'an and Hadith, focusing on the Mahfudzot Fadhoilun Nabi wa Shahabat as a framework for understanding its role in shaping the character of students at Universitas Islam Zainul Hasan Genggong Probolinggo. The study examines how the Qur'anic and Hadith perspectives on knowledge emphasize moral, intellectual, and spiritual development and how these teachings can be applied to enhance the character of university students...
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Keutamaan Ilmu Sebagai Fondasi Dalam Membangun Peradaban Islam Di Era Modern: Perspektif Nilai Dan Relevansi Kontemporer
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2024)
The supremacy of knowledge plays a central role in building Islamic civilization, both in classical and modern eras. This study aims to analyze the values of the supremacy of knowledge based on the perspectives of the Qur’an, Hadith, and the thoughts of classical scholars such as Al-Ghazali, Ibn Khaldun, and Al-Farabi. Additionally, this research explores the relevance of knowledge in addressing the challenges of globalization and the dynamics of the digital age. Using a descriptive qualitative...
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Keutamaan Menuntut Ilmu dalam Perspektif Islam di Kehidupan Modern : Tantangan, Peluang, dan Pengaruh Teknologi dalam Pembentukan Karakter di Era Digital
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 1
(2024)
The importance of seeking knowledge in Islam is emphasized as one of the means to achieve both worldly and eternal happiness. However, in the digital era, seeking knowledge faces new challenges and opportunities. This study examines the Islamic perspective on seeking knowledge in modern life, focusing on the challenges, opportunities, and the influence of technology on character development in the digital age. The main challenges include the overwhelming amount of information that may not always...
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Ilmu sebagai Kunci Kesuksesan Dunia dan Akhirat Menurut Al-Quran dan Hadist
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 4
(2024)
Knowledge plays a central role in Islamic teachings, both as a means to achieve worldly success and salvation in the afterlife. This study aims to examine the virtue of knowledge as the key to worldly and afterlife success based on the perspective of the Qur'an and hadith. The method used is a literature review with a thematic interpretation approach and hadith analysis to examine the verses of the Qur'an and hadiths related to knowledge. The results of the study show that the Qur'an and hadith...
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Outlier Detection Using Gaussian Mixture Model Clustering to Optimize XGBoost for Credit Approval Prediction
Setiadi, De Rosal Ignatius Moses
; Muslikh, Ahmad Rofiqul
; Iriananda, Syahroni Wahyu
; Warto, Warto
; Gondohanindijo, Jutono
; Ojugo, Arnold Adimabua
Journal of Computing Theories and Applications
Vol 2
, No 2
(2024)
Credit approval prediction is one of the critical challenges in the financial industry, where the accuracy and efficiency of credit decision-making can significantly affect business risk. This study proposes an outlier detection method using the Gaussian Mixture Model (GMM) combined with Extreme Gradient Boosting (XGBoost) to improve prediction accuracy. GMM is used to detect outliers with a probabilistic approach, allowing for finer-grained anomaly identification compared to distance- or densit...
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Music-Genre Classification using Bidirectional Long Short-Term Memory and Mel-Frequency Cepstral Coefficients
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Music genre classification is one part of the music recommendation process, which is a challenging job. This research proposes the classification of music genres using Bidirectional Long Short-Term Memory (BiLSTM) and Mel-Frequency Cepstral Coefficients (MFCC) extraction features. This method was tested on the GTZAN and ISMIR2004 datasets, specifically on the IS-MIR2004 dataset, a duration cutting operation was carried out, which was only taken from seconds 31 to 60 so that it had the same durat...
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27 Sitasi
Pengaruh Pemberian Buah Naga Merah Pada Ibu Hamil Terhadap Peningkatan Hemoglobin Di Wilayah Kerja UPT. Puskesmas Sambau Kota Batam 2023
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 4
(2023)
During pregnancy, pregnant women experience changes that occur physiologically, one of which is changes in the cardiovascular system which results in a blood volume greater than the growth of blood cells, then hemodilution or blood thinning occurs, causing a decrease in hemoglobin levels which results in pregnant women being anemic. World Health Organization (WHO) 4.5%? 10,000 Maternal Deaths worldwide are caused by anemia. The general research objective of this study was to determine whether th...
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Analisis Strategi Pemasaran Syariah Produk Elzatta
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 2
, No 3
(2023)
This research was carried out based on data saying that Elzatta in the period from year to year experienced an increase in percentage as the brand with the best quality, it's just that in 2019 it experienced a slight decrease in numbers, this might have been due to the Covid-19 pandemic that hit the Indonesian nation at that time and of course slightly affected the brand process at Elzatta. Thus, based on the results of the initial observations and analysis above, which found a uniqueness in Elz...
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