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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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2 Sitasi
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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7 Sitasi
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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Development of a STEM-PJBL-Based Digital Book With Geogebra™ Using the Assure Model to Enhance Students’ Mathematical Literacy in Geometry
Journal of Emerging Technology in Teaching and Learning
Vol 1
, No 1
(2025)
Mathematical literacy among junior high school students in Indonesia remains low due to limited educational resources that support its development. Many materials emphasize procedural mathematics rather than critical thinking and problem-solving, hindering real-world application. The STEM-Project-Based Learning (STEM-PjBL) approach addresses this by connecting mathematics to everyday life and integrating technology like GeoGebra™ for interactive learning. This study aims to develop a digital boo...
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Awareness of Pre-Service Teachers Technological Pedagogical Content Knowledge for Instruction in Universities in Ogun State
Journal of Emerging Technology in Teaching and Learning
Vol 1
, No 1
(2025)
This research investigates the awareness of Technological Pedagogical Content Knowledge (TPACK) among pre-service teachers in Ogun State, Nigeria universities. Understanding how future educators perceive and utilise technology is crucial for effective teaching and learning in the context of increasing technological integration in education. The primary purpose of this study was to assess the availability of technology resources, evaluate pre-service teachers' awareness of TPACK, and explore pote...
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Pengaruh Komunikasi Interpersonal terhadap Keberhasilan Negosiasi : Survei di Pasar Tradisional Wonogiri
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 4
, No 1
(2025)
This study There is ineffective communication in Wonogiri Market which causes failure in negotiation. Ineffectiveness in negotiation also makes sellers and buyers not have a purchase agreement, sometimes there is a compulsion of sellers so that the goods they sell are immediately sold out so that many other traders compete to provide lower prices. This study aims to determine whether or not there is an influence of communication on the success of negotiations between sellers and buyers in Wonogi...
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Analisis Pengendalian Kualitas Kain Spandex Dengan Metode Statistical Process Control (SPC)
Jurnal Aplikasi Ilmu Teknik Industri
Vol 6
, No 1
(2025)
Penelitian ini bertujuan untuk menganalisis pengendalian kualitas kain spandex di PT. XYZ menggunakan metode Statistical Process Control (SPC). SPC adalah metode yang memungkinkan perusahaan memantau dan mengendalikan proses produksi secara statistik untuk mengurangi kecacatan produk. Pada produksi kain spandex di perusahaan ini, beberapa cacat yang sering muncul adalah spandex putus, jarum patah, kotor oli, dan krismak. Data cacat diperoleh melalui observasi selama 30 hari, mencatat jumlah keca...
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Penerapan Teknik Asosiasi Data Mining untuk Menemukan Pola Penjualan di Kantin Kampus
Saputro, Muhammad Rifki
; Syaharani, Alifhia Desta
; Septaria, Siti Shoofiyah
; Shofa, Mohamad Jihan
Jurnal Aplikasi Ilmu Teknik Industri
Vol 6
, No 1
(2025)
Dengan menggunakan algoritma Apriori, penelitian ini mencoba menemukan pola penjualan produk di kantin kampus. Algoritma ini dipilih karena kemampuannya dalam menemukan hubungan antar produk berdasarkan aturan tertentu yang dihasilkan dari data transaksi. Data yang digunakan dalam penelitian ini berasal dari 200 transaksi penjualan yang terjadi selama satu minggu, yang mencakup berbagai jenis makanan dan minuman. Analisis dimulai dengan membuat satu set itemset dan kemudian menggabungkan itemset...
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Perawatan dan Penjadwalan Mesin Cutting-Sawing Menggunakan Metode RCM
Jurnal Aplikasi Ilmu Teknik Industri
Vol 6
, No 1
(2025)
PT. XYZ adalah sebuah perusahaan manufaktur yang bergerak dalam produksi karung plastik jenis Polypropylene Woven Bag. Perusahaan ini mengadopsi sistem produksi berdasarkan pesanan (make to order). Penelitian ini bertujuan untuk melakukan analisis kerusakan yang terjadi di mesin cutting-sewing dan membuat penjadwalan rutin. Metode yang digunakan dalam penelitian ini adalah RCM (Reliability Centered Maintenance). Berdasarkan analisa menggunakan RCM terdapat nilai dari mean time to repair (MTTR) 0...
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