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AI-Based Decision Support System for Learning Growth Performance Workforce Use Certainty Factor and Constraint Evaluation
This study presents the design and computational evaluation of an AI-based decision support system for workforce performance in an AI-driven environment under constrained conditions. Previous research has largely emphasized technological determinants and adequate conditions, while neglecting the constraint mechanisms that limit achievable performance. To address this gap, this study integrates Partial Least Squares Structural Equation Modeling (PLS-SEM) and Necessary Condition Analysis (NCA) int...
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Enhanced Self-Esteem Classification: Leveraging Data Augmentation and Transformer-Based Sentence Embeddings
Ahmadiansah, Reza
; Mukti Ali
; Rasimin
; Achmad Maimun
; Kastolani
; Imam Subqi
; Embun Bening Di Moravia
; Semma, Andi Bahtiar
This study investigates automated self-esteem assessment from self-descriptive text using transformer-based sentence embeddings. Although prior research has explored text, behavioral, and multimodal signals, the combined effects of data augmentation, embedding choice, and classifier complexity in text-only self-esteem classification remain insufficiently understood.Accordingly, this study aims to systematically evaluate embedding–classifier combinations under both low-resource and augmented data...
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Rekonstruksi Kurikulum Berbasis Outcome-Based Education (OBE) dalam Proses Pembelajaran: Studi Kasus di FKIP Universitas Ivet
Journal of Informatics Education
Vol 9
, No 1
(2026)
Pergeseran paradigma pendidikan tinggi menuntut LPTK mengadopsi kurikulum Outcome-Based Education (OBE) demi menjamin mutu lulusan yang relevan dengan abad ke-21. Namun transisi dari model konvensional sering kali menghadapi resistensi kultural dan hambatan struktural di lapangan. Penelitian ini bertujuan untuk menganalisis rekonstruksi dokumen kurikulum, dinamika transformasi proses pembelajaran dosen, dan sistem asesmen serta respons mahasiswa dalam implementasi OBE. Menggunakan pendekat...
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Behavior of Lightweight Aggregate Concrete with FRP Confinement: Experimental Insights for Structural Applications
Louk Fanggi, Butje Alfonsius
; Yuyun Tajunnisa
; Hazen Masrafat
; Jusuf Wilson Meynerd Rafael
; Alva Yuventus Lukas
; Niakku Immanuel Maggang
; Joko Suparmanto
; Melati Tabita Kirana Thei
Lightweight aggregate concrete reduces structural dead load but generally exhibits lower compressive strength and ductility than normal-weight concrete. This study experimentally evaluates the effectiveness of carbon-fibre-reinforced polymer (CFRP) confinement for low-density lightweight aggregate concrete, an area in which data for square sections remain limited. Twelve 300-mm-high specimens with a density of approximately 1550 kg/m³ were tested under monotonic concentric compression. The inves...
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Design and Development of SIPADMA: A Software Engineering Approach for Water Consumption Anomaly Detection in Public Water Utilities
Water utilities continuously face challenges in identifying abnormal customer water consumption caused by pipe leakage, illegal connections, meter reading errors, and unusual consumption behavior. Conventional manual inspection requires considerable time and often delays corrective actions. This study presents the design and development of SIPADMA (Sistem Deteksi Anomali Pemakaian Air), a web-based information system developed using Software Engineering principles to automate anomaly detection a...
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Analysis of the Effectiveness of Instagram Social Media Content in Building Interest in Visiting Suruan Eco Park
Citrakara
Vol 8
, No 2
(2026)
In the current digital era, social media plays an important role in promoting tourism destinations as it enables rapid information dissemination and direct interaction with audiences through visual and narrative content. One of the platforms frequently used for tourism promotion is Instagram, as it has distinctive visual strengths that can shape perceptions and influence visit intentions. Suruan Eco Park is a nature-based tourism destination located in Tuban Regency that offers recreational expe...
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Desain Karakter Untuk Media Edukasi Skateboard Di Kota Surabaya
Citrakara
Vol 8
, No 2
(2026)
This study aims to design character visuals as a visual medium for an educational skateboarding book for beginners aged 18–21 in Surabaya. The research is motivated by the increasing interest of young people in skateboarding that has not been accompanied by adequate understanding of basic techniques, safety, and playing ethics. Questionnaire data from 264 respondents indicate that most are interested in learning skateboarding and prefer visually based learning media. The method used is Three Dim...
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Low-Dose Salinomycin Targets Multidrug Resistance via P-Glycoprotein and NF-κB in Osteosarcoma Cells
Ayu, Onarisa
; Rusda, Muhammad
; Sembiring, Rosita Juwita
; Nasution, Iqbal Pahlevi Adeputra
; Mahyudin, Ferdiansyah
; Amin, Mustafa Mahmud
; Pasaribu, Hotma Partogi
; Tobing, Tina Christina Lumban
Chemotherapy resistance in osteosarcoma remains a major clinical obstacle, largely driven by drug efflux mechanisms mediated by P-glycoprotein (ACBC1/ABCB1) and activation of NF-κB signaling (NFKB1). This study investigated the potential of Salinomycin to modulate these multidrug resistance–associated genes in U2OS osteosarcoma cells and explore its role in overcoming chemoresistance. A true experimental post-test-only control group design was used. U2OS cells were treated with varying concentra...
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Inovasi Desalinasi Terpadu untuk Kemandirian Air Bersih dan Ketahanan Pangan di Desa Pesisir: KolaborasiPetani, BUMDes, dan Tempat Ibadah: Integrated Desalination Innovation for Clean Water Independence and Food Security in Coastal Villages: Collaboration Farmers, Village-Owned Enterprises, and Places of Worship
Irawansah, Opi
; Susanti, Susanti
; Ma’ruf, Anwar
; Nurwibowo, Fajar
; Hikmawati, Isna
; Sapundani, Rum
; Almahdi, Nuh
; Miftah, Rasyid
; Rizkya, Dayna
; Zaqia Alwi, Myra
; Putri Maulida, Nandita Vitarin
; Nurwibowo, Fajar
Ujung Alang Village, located in Kampung Laut Subdistrict, Cilacap Regency, is a coastal area facing critical challenges in freshwater availability due to seawater intrusion and limited access to clean water sources. This condition affects domestic needs, sanitation, and the productivity of local agriculture. The Kosabangsa 2025 Program was implemented as a strategic effort to enhance water self-sufficiency and food security through the application of solar-powered Reverse Osmosis (RO) desalinati...
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Enhancing self-regulated learning through artificial intelligence: experimental evidence from high school students
Self-regulated learning is a critical competency for supporting students’ academic success, yet its development remains limited by outdated, inflexible teaching approaches. Meanwhile, the potential of artificial intelligence in education continues to grow, but empirical evidence regarding its effectiveness in enhancing self-regulated learning among secondary school students in Indonesia remains limited. This study aims to test the effectiveness of using an artificial intelligence application in...
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