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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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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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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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Evaluasi Penerapan Manajemen Mutu dalam Pembangunan Perumahan Subsidi
Pasak Jurnal Teknik Sipil dan Bangunan
Vol 2
, No 2
(2025)
Penelitian ini bertujuan untuk mengevaluasi kelayakan rumah sederhana sehat di Perumahan Bumi Dieng Indah, Kabupaten Wonosobo, dengan fokus pada standar kesehatan dan teknik perumahan. Studi ini merujuk pada Standar Nasional Indonesia (SNI) 03-1733-2004 serta berbagai regulasi terkait. Data dikumpulkan melalui observasi langsung di lokasi perumahan, wawancara, dan analisis dokumen perumahan Bumi Dieng Indah. Hasil penelitian menunjukkan bahwa sebagian besar rumah di Bumi Dieng Indah telah memenu...
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Uji Efektvitas Ekstrak Kulit Buah Jeruk Nipis (Citrus Aurantifolia) terhadap Mortalitas Pediculus Humanus Capitis
Vol 5
, No 1
(2025)
Pediculus humanus capitis, commonly known as head lice, is an ectoparasite that causes pediculosis, a condition that frequently affects children. Traditional treatment methods to address head lice often involve the use of chemical insecticides; however, excessive use of these chemicals can result in negative side effects, such as skin irritation or resistance development in the lice population. To reduce these adverse impacts, the use of biorational insecticides made from natural ingredients is...
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Physicochemical And Organoleptic Characteristics on Cookies Innovation with the Addition of Taro Flour (Colocasia esculenta) and Edamame Flour (Glycine max)
Febriana Ramadhan Abdi, Yenny
; Ayu Putri Pamungkas, Niken
; Nur Rochmah, Alfi
; Putri Suleman, Dininurilmi
; Widyastuti, Retno
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
The use of taro tuber flour as a substitute for wheat flour in food processing is one of the preferences that can be made to reduce dependence on the use of wheat flour by innovating or increasing the use of non- wheat flour. One of the types of processed foods that can utilize taro tuber flour is Cookies. In addition, Cookies can also be added with additional nutritional content in the form of protein from edamame flour. The purpose of this study was to determine the effect of the addition of t...
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Phytochemical Characteristics of Microencapsulated Purple Sweet Potato (Ipomoea batatas L.) Antin 3 Variety with Chitosan and Alginate
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Microencapsulation is one of the techniques used to protect and increase the stability of bioactive compounds contained in natural materials, such as purple sweet potato. Purple sweet potato variety Antin 3 contains various phytochemical compounds that have potential as a source of antioxidants, but these compounds are easily degraded by external factors. This study aims to evaluate the differences in phytochemical characteristics of microencapsulated purple sweet potato variety Antin 3 with chi...
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Prebiotics Properties of Oolong Tea
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Oolong tea is a semi-fermented tea derived from Camellia sinensis leaves. Oolong tea contains high polyphenol compounds that act as antioxidants and prebiotics. However, studies related to the prebiotic properties of oolong tea are still limited. This review aims to discuss scientific research that supports the concept of oolong tea polyphenol compounds as prebiotics. Oolong tea polyphenol compounds have low bioavailability. The part of the polyphenols that are not absorbed by the small intestin...
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Physicochemical Properties of Papaya Slice Jam (Carica papaya) with Variations Citric Acid Concentrations
Journal of Food and Agricultural Product
Vol 5
, No 1
(2025)
Papaya is included in the climacteric fruit that has a very short shelf life. This fruit is very much found around us. However, papaya has a very complete nutritional value. The decline in the quality of papaya goes hand in hand with the ripening phase of the fruit in the form of texture, taste, and color. Based on this basis, processing is needed to increase the shelf life and selling value of papaya. Innovations that can be done by reducing the moisture content of the product and making it int...
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