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ArchEvolve: A Collaborative and Interactive Search-Based Framework with Preference Learning for Optimizing Software Architectures
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The use of Search-Based Software Engineering (SBSE) for optimizing software architecture has evolved from fully automated to interactive approaches, integrating human expertise. However, current interactive tools face limitations: they typically support only single decision-makers, confine architects to passive roles, and induce significant cognitive fatigue from repetitive evaluations. These issues disconnect them from modern, team-based software development, where collaboration and consensus a...
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Evaluating Open-Source Machine Learning Project Quality Using SMOTE-Enhanced and Explainable ML/DL Models
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The rapid growth of open-source software (OSS) in machine learning (ML) has intensified the need for reliable, automated methods to assess project quality, particularly as OSS increasingly underpins critical applications in science, industry, and public infrastructure. This study evaluates the effectiveness of a diverse set of machine learning and deep learning (ML/DL) algorithms for classifying GitHub OSS ML projects as engineered or non-engineered using a SMOTE-enhanced and explainable modelin...
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Rapid Application Development of a Mobile Stock Management System
Nuha, Anandeka Alfin Ulin
; Migunani, Migunani
; Dewi, Maya Utami
; Rozikin, Khoirur
; Kuncoro, Arsito Ari
; Nuha, Anandeka Alfin Ulin
; Migunani, Migunani
; Dewi, Maya Utami
; Rozikin, Khoirur
; Kuncoro, Arsito Ari
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 3
(2025)
Proses pengelolaan stok barang di PT Wahanamas Pancajaya Kudus masih dilakukan secara manual menggunakan kartu stok dan catatan fisik. Hal ini sering menimbulkan masalah seperti kesalahan pencatatan, keterlambatan pelaporan, dan terbatasnya visibilitas data persediaan secara real-time. Penelitian ini bertujuan untuk mengembangkan aplikasi stok barang berbasis mobile yang dirancang untuk meningkatkan efisiensi, akurasi, dan kecepatan pengelolaan data persediaan. Arsitektur yang diusulkan menginte...
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PERAN GURU BIMBINGAN DAN KONSELING DALAM PEMILIHAN KARIR SISWA
Jurnal Psikoedukasia
Vol 1
, No 2
(2025)
Guidance and counseling aims to enable students to find themselves, know themselves and be able to plan for their future. In this connection guidance and counseling functions as a service provider to students so that each student can develop optimally so that they become personal which can develop optimally so that they become complete and independent individuals. The teacher's role as the executor of Guidance and Counseling services in building students' discipline attitude is as a guide and co...
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Pelatihan Pembuatan Pupuk Organik Dari Limbah Rumah Tangga Bagi Kelompok Wanita Tani Gendis Ayu Jahe
Jurnal Pengabdian Teknologi Tepat Guna
Vol 6
, No 3
(2025)
Pengabdian kepada Masyarakat (PkM) ini bertujuan untuk meningkatkan pengetahuan dan keterampilan KWT Gendis Ayu Jahe dalam mengolah limbah rumah tangga menjadi pupuk organik yang dapat dimanfaatkan dalam budidaya jahe merah. Pupuk organik yang dibuat berasal dari limbah rumah tangga dan limbah sampingan hasil pengolahan jahe merah. Pelaksanaan kegiatan meliputi sosialisasi, pelatihan dan penerapan teknologi, serta pendampingan dan evaluasi. Kegiatan ini mampu meningkatkan pemahaman dan keterampi...
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Teaching Deixis by Digital Short Story: The Old Man and the Sea by Hemingway
Valerivna Lisitsa, Inna
; Masykuri, Edi Sunjayanto
; Verma, Vishakha
; Syahsurya, Muhammad Andrean
; Akolawole, Olabamiji Abdulahi
Scripta : English Department Journal
Vol 12
, No 2
(2025)
The purpose of this study is to examine three varieties of deixis and determine the most preval_____ent type of deixis in Ernest Hemingway's short tale, The Old Man and The Sea, as well as its use for teaching reading. The researcher chooses a short tale from Ernest Hemingway's "Старик и море" as the focus of the study because it is written in English. It is a well-known short narrative in which deictic words have reference meanings. Because the data in this study is in the form of words or utte...
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Hybrid Expert System for Academic Stress Diagnosis Using Forward Chaining and Score Weighting
Advance Sustainable Science, Engineering and Technology
Vol 7
, No 4
(2025)
Academic stress classification is a significant challenge in education, as previous approaches often rely on opaque models or require large training datasets. This study develops a hybrid expert system for academic stress classification using forward chaining and Certainty Factor (CF) score fallback. The system was tested on 100 student cases with the following label distributions: Mild (48), Moderate (37), and High (13), classified independently by three experts. Label validity was tested using...
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SINTESIS DAN KARAKTERISASI FOTOKATALIS NANO TIO2-MEMBRAN POLIURETAN BERBASIS MINYAK ALPUKAT, HDI, DAN POLYETHYLENE GLYCOL (PEG) PADA FOTODEGRADASI METIL JINGGA
Jurnal Inovasi Teknik Kimia
Vol 10
, No 4
(2025)
Synthetic dyes such as methyl orange are classified as persistent pollutants that are difficult to degrade biologically, thus requiring effective and sustainable treatment technologies. This study develops a photocatalytic membrane based on polyurethane (PU) synthesized from avocado seed oil, hexamethylene diisocyanate (HDI), and polyethylene glycol (PEG) for immobilizing TiO₂ nanoparticles. PEG was used as a dispersing additive to prevent TiO₂ agglomeration and enhance the membrane's hydrophili...
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Socialization of Waste Management and Distribution of Trash Bins to Increase Community Knowledge in Kedungbako Village
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 2
(2025)
Waste is a crucial issue that must be addressed, especially by the government. Although waste is a particular concern, the reality is that it is not being managed properly. Waste remains an unresolved problem. Almost every day, people produce waste and it is mixed together from various types of waste. The accumulation of waste will cause various problems, such as flooding, ecosystem damage, and poor water sanitation. The purpose of this community service is to provide socialization about an effe...
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Literacy Assistance and Teaching of Short Surah of the Qur'an for Migrant Children at PKBM PNF Malaysia
wijayanti, berly
; Afidah, Layyinatul
; Saifuddin Azzudy, Muhammad
; Amanda Dewi, Reni
; Dian Pramuja, Alvin
; A'yun, Qurroti
; Idris, Haidar
; Ishari, Nurhafid
; Darwis, Mohammad
; Nadiyatul Firdausi, Putri
; Zahroh, Aminatuz
; Farid, Ahmad
Indonesian Journal of Empowerment and Community Service
Vol 6
, No 2
(2025)
ABSTRAK
Rendahnya literasi dasar dan kemampuan keagamaan anak-anak migran yang belum mendapatkan akses pendidikan formal maupun agama secara memadai, menjadi poin yang sangat utama terutama dalam sektor pendidikan. Kurangnya pemahaman agama, menjadikan anak-anak migran tidak dapat membaca bahkan menghafalkan surah pendek yang ada di Al-Qur’an. Penelitian ini bertujuan untuk mendeskripsikan proses pendampingan baca tulis dan pengajaran surah pendek Al-Qur’an kepada anak-anak migran PKBM PNF...
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