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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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7 Sitasi
Asistensi Penerapan Nilai-Nilai Islami dalam Pembelajaran Akidah Akhlak di MTS Darunnajah
Tomi Bidjai
; Kusno Setiadi
; Resti Riancana
; Vini Desiyanti Monoarfa
; Nurhajja M Hadji
; Adrianto Adrianto
; Irma Irma
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
The application of Islamic values in learning aqidah and akhlak at MTs Darunnajah aims to shape students' characters in accordance with Islamic teachings. This activity is carried out to improve the understanding and practice of Islamic values in students' daily lives. The method used is a participatory approach, involving teachers and students in designing and implementing learning programs. The activity begins with a survey and observation to determine the conditions and needs of teaching...
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Assistance Farmers Group in Surabaya for use Organic Waste Shredding Machines and Their Management as Compost and Liquid Organic Fertilizer (LOF): Pendampingan Penggunaan Mesin Pencacah Limbah Organik dan Pengelolaannya Sebagai Kompos dan Pupuk Organik Cair (POC) di Kelompok Tani Surabaya
Widya, Surya ari
; Bafiqi, Medita Johana Pakula
; Inti, Ristani Widya
; Setiawan, Dharma
; Mahdani, Hakkul Bahiz
Agricultural-Animal Science Innovatian and Empowernment Journal
Vol 1
, No 1
(2025)
The aim of this community service activity is to provide training to farmer group members on the use of organic waste shredding machines and the process of converting waste into compost and liquid organic fertilizer (POC) in Surabaya. This activity was conducted 2 days from 5 Oktober and 9 November 2023 in Babatan urban village. The methods used in this program include Participatory Rural Appraisal (PRA) and Rapid Rural Appraisal (RRA). The results of the PRA indicate that farmers had limited un...
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Rancang Bangun Monitoring Kontrol Kecepatan Putar Motor Induksi 3 Fasa Berbasis IoT
Ocean Engineering : Jurnal Ilmu Teknik dan Teknologi Maritim
Vol 4
, No 1
(2025)
Along with the development of the industrial sector, companies are competing to create quality and affordable products. To support production, automation tools have emerged that help the production process so that it is faster. One of the machines that is widely used by large factories is a 3-phase induction motor. 3-phase induction motors are often used in driving equipment in industry because they have a simple construction, are relatively cheap, lightweight, have high efficiency, and are easy...
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Pelatihan Menulis Kreatif dan Menulis Artikel Jurnal Ilmiah untuk Meningkatkan Kemampuan Literasi Guru SMPIT Bakti Ibu Madiun
Kodrat Eko Putro Setiawan
; Indra Puji Astuti
; Erny Untari
; Doni Susanto
; Luthfi Ustadziyatul Ummah
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
This training on creative writing and writing scientific journal articles aims to improve literacy at the Integrated Islamic Junior High School Bakti Ibu Madiun, especially improving writing skills. The participants of this activity amounted to 20 people. The methods in this training activity are lectures and questions and answers, practice and mentoring. The lecture and question-and-answer method was used to deliver materials related to creative writing and scientific journal articles. The crea...
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Marketing Mix dan Kewirausahaan
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
Entrepreneurship plays a crucial role in economic growth, especially for small and medium enterprises (SMEs). One of the main factors for entrepreneurial success is the effective implementation of the marketing mix. This paper discusses the concept of the marketing mix in entrepreneurship by highlighting the 4P elements (Product, Price, Place, Promotion) which have evolved into 7P with the addition of People, Process, and Physical Evidence. The discussion includes the implementation of the marke...
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INOVASI BISNIS PARIWISATA INDONESIA PASCA PANDEMI COVID-19
Tangkudung, Auderey Gameliel Dotulong
; Rante, Jones Zenas
; Pakpahan, Marisi
; Putri, Ameilia
; Puteri, Astriana
; Pribadi, Dado
; Gosita, Debora Rifiani
; Rustandi, Jeffry
; CPR, Josaphat Januar
; Ghalib, Kamelia
; Farieanna, Roos
; Purnawirawati, Selfi
; Setiawan, Sigit
; Bassuni, Wahyu
Jurnal Manajemen Sosial Ekonomi
Vol 4
, No 1
(2025)
The tourism industry plays an important role in economic growth, both at the international and national levels. However, the COVID-19 pandemic has caused a global crisis that has hit the tourism sector around the world, including Indonesia. Restrictions on movement and mobility of people between regions, health concerns, and uncertainty have led to a drastic decline in tourism activity and the tourism sector has seen a significant drop in revenue. This has had a social impact, with many workers...
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Efektivitas Peran Pemerintah Daerah dalam Melindungi Buruh Migran (Studi Kasus di kebumen, Indonesia)
Rizqi, Aditya Maulana
; Herlan, Asep
; Kurniawan, Dimas Amal
; Mukaromah, Aliza Amalina
; Setiawan, Deni
AMNESTI : Jurnal Hukum
Vol 7
, No 1
(2025)
Tingginya permasalahan Pekerja Migran Indonesia (PMI) mengisyaratkan perlunya mekanisme pelindungan yang integratif dan holistik untuk melindungi para pekerja migran. Pelindungan pekerja migran masih menjadi tantangan penting bagi pemerintah daerah, terutama di daerah dengan tingkat migrasi yang tinggi seperti Kabupaten Kebumen, Jawa Tengah. Urgensi penelitian ini berangkat dari kebutuhan akan pendekatan hukum yang integratif holistik dalam menanggulangi masalah pelindungan pekerja migran....
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Feature Fusion with Albumentation for Enhancing Monkeypox Detection Using Deep Learning Models
Pratama, Nizar Rafi
; Setiadi, De Rosal Ignatius Moses
; Harkespan, Imanuel
; Ojugo, Arnold Adimabua
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
Monkeypox is a zoonotic disease caused by Orthopoxvirus, presenting clinical challenges due to its visual similarity to other dermatological conditions. Early and accurate detection is crucial to prevent further transmission, yet conventional diagnostic methods are often resource-intensive and time-consuming. This study proposes a deep learning-based classification model by integrating Xception and InceptionV3 using feature fusion to enhance performance in classifying Monkeypox skin lesions. Giv...
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15 Sitasi
Eksplorasi Strategi Pemasaran Honda Vario Dalam Meningkatkan Keputusan Pembelian Warga Kota Semarang
Jurnal Ilmiah Serat Acitya
Vol 14
, No 1
(2025)
Penelitian ini bertujuan untuk menginvestigasi dampak dari brand image, kepercayaan merek, dan kualitas produk terhadap keputusan pembelian sepeda motor matic Honda di kota Semarang. Metode yang digunakan dalam penelitian ini adalah teknik statistik dengan populasi yang terdiri dari 168 konsumen Honda Vario di Semarang. Partisipan dalam penelitian ini adalah warga Semarang yang telah membeli produk Honda Vario. Pengambilan sampel dilakukan dengan metode purposive sampling. Untuk menganalisis dat...
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