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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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Implementasi Penggunaan Teknik Keamanan Data Hashing Dan Limit Login Pada Login Sistem Pengelolaan Pencatatan Barang Dppesdm Berbasis Web
Syarhanazmi
; M. Miko Sahputra Sembiring
; Vima Zikra Adha Lubis
; Ilhamuddin Ilhamuddin
; Mhd. Furqan
Vol 5
, No 3
(2026)
Penelitian ini berfokus pada penguatan arsitektur keamanan modul autentikasi sistem SIGUDANG di DPPESDM Provinsi Sumatera Utara, yang sebelumnya memiliki kerentanan terhadap serangan brute force otomatis. Masalah utama yang diidentifikasi adalah risiko pengambilalihan akun secara ilegal akibat ketiadaan pembatasan laju permintaan (rate limiting) dan perlindungan kredensial yang kuat pada lapisan basis data. Tujuan penelitian ini adalah menciptakan sistem autentikasi yang tangguh melalui implemen...
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Road Damage Management Model Due to Overloading: AHP Priorities and Policy Implications (Case Study of Lampung Province)
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 8
, No 1
(2025)
Lampung Province serves as a vital gateway for Trans-Sumatra-Java land transportation, placing a heavy burden on its 1,298 km of national roads. Managed by the Lampung National Road Traffic Management Agency (BPJN), these roads face accelerated degradation primarily due to Over-Dimension and Over-Loading (ODOL) vehicles. This study aims to identify causal variables of road damage, analyze significant parameters, and prioritize road sections for maintenance. Data were gathered through interviews...
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Classification of Hate Speech in TikTok Social Media Comments Using Naive Bayes Algorithm and TF-IDF Weighting
Journal of Multimedia Trend and Technology
Vol 4
, No 3
(2025)
This research focuses on the classification of hate speech in Indonesian Tik Tok comments. Tik Tok, as a social media platform with high interaction intensity, generates a large volume of comments with diverse linguistic characteristics, including the use of formal and informal language. This linguistic variation poses challenges in the content moderation process, particularly in automatically identifying hate speech. The research dataset is secondary data obtained by combining public datasets a...
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Partially Homomorphic Encryption for Supporting Encrypted Data Retrieval in Relational Databases
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Relational databases store information in interconnected tables and are widely used for data management and retrieval. However, in certain environments, the original values stored in a relational database cannot be exposed during data retrieval. This limitation creates a challenge because common encryption methods only transform data for storage and do not support mathematical operations needed for value matching. Partially Homomorphic Encryption is a cryptographic approach that allows specific...
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Pengaruh Product Knowledge, Harga Produk, dan Product Packaging Design Terhadap Keputusan Pembelian Produk Parfum Cempaka
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 4
, No 3
(2025)
The rapid growth in sales of body perfume products has resulted in competition among them. This competition has encouraged body perfume entrepreneurs to be more strategic in selling their products. The phenomena of body perfume sales experienced by the Cempaka company cannot be separated from the target market share. The body perfume business's market strategy is correlated with product knowledge, product price, and product packaging design to meet product usage innovations. This view shows that...
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Constraints on Adopting Land Conservation Technologies Among Cassava Farmers in Volcanic Hillslope Prone to Landslide, Indonesia
Pratiwi, Elok Surya
; Islami, Jihan Dwi
; Purwaningsih, Rina
; Sartohadi, Junun
; Ota, Masahiko
; Hadi, Intan Permata
; Patanduk, Alvince
; Annisa, Hertiyana Nur
; Setio Hadinugroho, Hunggul Yudono
; Setiawan, Ogi
; Nugroho, Bayu Dwi Apri
Forum Geografi
Vol 39
, No 3
(2025)
The adoption of land conservation technologies (LCTs) in smallholder farming systems often remains limited due to diverse, context specific constraints, highlighting the need for localized analyses. This study examines the barriers to LCTs adoption among cassava farmers residing on landslide-prone volcanic slopes in Magelang Regency, Indonesia. A qualitative approach was employed, involving semi-structured interviews with eight low-income farmers. The analysis identifies two key determinants of...
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MITIGATING ADOLESCENT POST-TRAUMATIC STRESS DISORDER THROUGH INDIVIDUAL COUNSELING USING EYE MOVEMENT DESENSITIZATION REPROCESSING TECHNIQUES: A STUDY ON SURVIVORS OF TRAIN ACCIDENTS
Wahid, Ahmad
; Nirwana, Herman
; Hariko, Rezki
; Fikri, Miftahul
; Choiri, M. Fadlan
; Putri, Kanaya Yose
; Fazria, Nurul
COUNSENESIA Indonesian Journal of Guidance and Counseling
Vol 6
, No 2
(2025)
Diverse individual experiences and problems often lead to painful psychological disorders, one of which is the traumatic experience of individuals who have been involved in train accidents, which can lead to post-traumatic stress disorder. This condition requires responsive and serious attention, as it can have negative and long-lasting effects. One effort that can be made to overcome this problem is the implementation of individual counseling using the eye movement desensitization reprocessing...
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THE EFFECTS OF PLANTING MEDIA AND LIQUID ORGANIC FERTILIZER TO INCREASE THE PRODUCTIVITY OF MUSTARD PLANTS IN SEMI-ARID LAND
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 3
(2025)
Mustard greens are an important leafy vegetable widely cultivated in North Central Timor Regency due to their high demand and their ability to grow in various soil types. Optimizing the production of this crop requires adaptive and environmentally friendly cultivation techniques. This study was conducted to assess the effects of different combinations of growing media and liquid organic fertilizer (LOF) doses on the growth and yield of mustard greens in a semi-arid region. The experiment was car...
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Analisis Penggunaan Fitur Video Interaktif pada Aplikasi Cookpad terhadap UMKM Kuliner Menggunakan TAM dan SUS
Malolo, Andi Muh. Ibnu Hibban Bagoes
; Sampetoding, Eliyah Acantha Manapa
; Octavian, Octavian
; Gomantara, Jeriko
; Malolo, Andi Muh. Ibnu Hibban Bagoes
; Sampetoding, Eliyah Acantha Manapa
; Octavian, Octavian
; Gomantara, Jeriko
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
Cookpad sebagai platform resep digital populer menghadirkan fitur video interaktif yang memudahkan pengguna memahami proses memasak secara visual. Fitur ini berpotensi mendukung UMKM kuliner dalam meningkatkan keterampilan dan daya saing. Penelitian ini bertujuan menganalisis penerimaan teknologi dan tingkat usability fitur tersebut menggunakan Technology Acceptance Model (TAM) dan System Usability Scale (SUS). Metode penelitian yang digunakan adalah survei kuantitatif dengan responden 195 pelak...
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