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Enhancing the GLANCE Framework for Line-Level Defect Prediction: An Empirical Study of Semantically-Aware Metrics and Non-Linear Classifiers
Telematika
Vol 18
, No 2
(2026)
Line-level defect prediction (LLDP) is critical for reducing software maintenance costs, yet its industrial adoption is often hindered by high false alarm rates that erode developer trust. While the state-of-the-art GLANCE-LR framework offers a lightweight solution, it relies on linear classifiers and purely syntactic heuristics, failing to capture the non-linear defect patterns and semantic risks associated with complex code constructs. To bridge the gap between operational efficiency and seman...
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Performance of Self-Compacting Concrete Mixed and Cured with Magnetized Water
Alshirah, Majed
; Zahid, Mohd Zulham Affandi Bin Mohd
; Abu Bakar, Badorul Hisham Bin
; Jaafar, Zul Fahmi Bin Mohamed
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2025)
This study investigates the effect of magnetized water (MW) on the mechanical and microstructural properties of self-compacting concrete (SCC). Four mixes with identical proportions were prepared to isolate the influence of MW at different stages: SCNTN (normal water used in both mixing and curing), SCNTM (normal water in mixing and MW in curing), SCMTN (MW in mixing and normal water in curing), and SCMTM (MW used in both mixing and curing). Compressive strength tests were conducted at 7 and 28...
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Pengaruh Media Sosial TikTok Shop terhadap Tingkat Konsumtif Mahasiswa Fakultas Dakwah dan Ilmu Komunikasi
Zaidan, Sulthon zahid
; UIN Syarif Hidayatullah Jakart
; Cahyati, Intan
; UIN Syarif Hidayatullah
; Radita, Zahra
; UIN Syarif Hidayatullah Jakart
; Haryanto, Aisyah Putri
; UIN Syarif Hidayatullah Jakart
; UIN Syarif Hidayatullah Jakart
Aguna: Jurnal Ilmu Komunikasi
Vol 6
, No 2
(2025)
Perkembangan media sosial, khususnya TikTok, telah membawa pengaruh signifikan terhadap pola konsumsi di kalangan mahasiswa. Penelitian ini bertujuan untuk menganalisis pengaruh penggunaan media sosial TikTok terhadap tingkat konsumtif mahasiswa Fakultas Dakwah dan Ilmu Komunikasi. Metode penelitian yang digunakan adalah pendekatan kuantitatif deskriptif, dengan pengumpulan data melalui kuesioner skala Likert yang disebarkan kepada 33 responden terpilih menggunakan teknik purposive sampling. Ins...
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Pengaruh Penggunaan Gadget Terhadap Pendidikan Karakter Peserta Didik di Era Globalisasi
Nurul Kamilah, Zahidah
; Rahmah Azzahra, Siti
; Ul Jannah, Yunita
; Natasya, Rufaidah
; Wahyudin, Dede
; Caturiasari, Jennyta
Jurnal Sinektik
Vol 8
, No 1
(2025)
A gadget is a digital technology in the era of globalization that has an active role in social life and has a significant influence, especially on students who use it. Because gadgets are easily available at an affordable price, they can be tailored to the needs of their users, so there are various features that can be used. This study was conducted to determine the responses of respondents related to the effect of gadget use on the character education of students in the era of globalization. Th...
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