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A Personalized Context-Aware Places of Interest Recommender System
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
This research presents a personalized, context-aware recommender system to suggest Places of Interest (POIs) using a hybrid approach combining Bayesian inference and collaborative filtering. The system explicitly addresses the cold-start problem that new users face and improves recommendation accuracy by considering contextual variables such as user mood, budget, companion, and location. The system collects real-time contextual inputs for new users with no historical data and applies Bayesian in...
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Pelatihan Keterampilan Desain Grafis bagi Yatim, Piatu, Dhuafa oleh Baznas Bekasi dan Universitas Islam 45 Bekasi
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 4
, No 2
(2025)
This community service activity is a collaboration between BAZNAS Bekasi and Universitas Islam 45 Bekasi which is realized in the form of graphic design training using Adobe Photoshop software. This activity is carried out at the SAINSTECH Laboratory which has modern and adequate facilities to support direct practice. This training targets orphans, half-sixties, and the poor as the main participants, with the main goal of improving their digital skills in the field of graphic design. The trainin...
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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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Pengaruh Brand Awareness dan Online Customer Review Terhadap Minat Beli Merek Adidas Pada Pengguna Shopee di Indonesia
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
This research investigates the impact of brand awareness and online customer reviews on purchase intention regarding Adidas products on the Shopee platform in Indonesia. The research background is founded on the growth of e-commerce and the intense competition present in Indonesia’s fashion industry. A quantitative method employing a survey approach was utilized, engaging 150 Shopee users who are familiar with Adidas products. Data analysis encompassed descriptive tests, classical assumption tes...
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Big Data-Driven Health Risk Stratification: A Health Index-Based Approach Using Feature Importance and PySpark
Journal of Computing Theories and Applications
Vol 2
, No 4
(2025)
Health risk stratification is crucial for preventive healthcare, yet existing models often rely on binary classification generalized disease prediction, neglecting personalized health indicators and graded risk levels. Many studies apply feature selection techniques like Relief and Univariate Selection without quantifying the weighted impact of features. To address these gaps, this study introduces a Big Data-driven Health Index (HI) framework using PySpark for scalable health risk stratificatio...
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Formulation and physical characteristics of ready-to-drink chocolate beverages with the addition of xanthan gum: Formulasi Dan Karakteristik Fisik Minuman Cokelat Ready-To-Drink Dengan Penstabil Xanthan Gum
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 1
(2025)
Ready-to-drink (RTD) chocolate beverages are increasingly popular, yet traditional formulations often contain dairy components while some consumers are lactose intolerance. The primary challenges in RTD chocolate beverages include achieving acceptable flavor profiles and managing cocoa powder precipitation. This study aimed to formulate a non-dairy ready-to-drink chocolate beverage using a hedonic test and enhance its physical stability through varied xanthan gum concentrations applying Complet...
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Pengaruh Kualitas Pelayanan terhadap Kepuasan Pelanggan pada Jasa Wisata (Open Trip) C.V Tidung Island
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 30
, No 1
(2025)
The aim of this research is to determine the influence and identify the factors that have the greatest impact on the quality of service provided to Open Trip Tidung Island customers. The method in this research uses quantitative methods. Sampling in this study used accidental sampling. It was obtained that 41 respondents filled out questionnaires in observing Tidung Island using Open Trip Tidung_Island on 3-4 August 2024. Data analysis in this research uses simple linear regression analysis, coe...
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Substitution of wheat flour with purple sweet potato and red bean increased energy value, protein, and fat content of muffin: Substitusi Terigu dengan Ubi Ungu dan Kacang Merah Meningkatkan Nilai Energi, Protein, dan Lemak Muffin
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 10
, No 1
(2025)
Muffin is a wheat flour-based snack with gluten content and high glycemic index, so substitution is needed to reduce the impact of excess consumption on health. The ingredients used are purple sweet potato and red bean which have high content of energy, carbohydrates, protein and low GI. The study aimed to determine the effect of substituting wheat flour with sweet potato flour and red bean flour on the nutritional value of muffins. This was an experimental study with a single-factor completely...
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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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Determinasi Kualitas Laporan Keuangan Pada Koperasi Mitra Sejati di Kabupaten Karanganyar
Jurnal Ilmiah Serat Acitya
Vol 14
, No 1
(2025)
Kualitas laporan keuangan masih menjadi topik hangat dalam era digitalisasi. Penelitian ini bertujuan untuk mengetahui pengaruh kompetensi sumber daya manusia, pemahaman akuntansi, dan sistem informasi akuntansi terhadap kualitas laporan keuangan pada koperasi Mitra Sejati di Kabupaten Karanganyar. Jenis penelitian yang digunakan adalah penelitian kuantitatif dengan data primer dari kuesioner yang disebar. Populasi dalam penelitian ini adalah seluruh pegawai koperasi Mitra Sejati sejumlah 76 peg...
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