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Implementation of K-Nearest Neighbor Algorithm for Used Motorcycle Price Prediction Based on Vehicle Features
Rozi, Muhamad Fahrul
; Heriyanto, Lucky
; Permana, Denny Rianditha Arief
; Abdad, Ibnu Dzaky
; Rozi, Muhamad Fahrul
; Heriyanto, Lucky
; Permana, Denny Rianditha Arief
; Abdad, Ibnu Dzaky
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Pasar sepeda motor bekas di Indonesia menunjukkan tren penting sebagai moda transportasi yang layak. Namun demikian, penilaian harga pasar yang adil sering ditandai oleh subjektivitas dan menimbulkan tantangan besar bagi penjual dan pembeli dalam mencapai estimasi yang akurat. Penelitian ini berusaha untuk mengembangkan model prediktif untuk harga sepeda motor bekas menggunakan algoritma K-Nearest Neighbor (KNN), berdasarkan data historis. Dataset yang digunakan terdiri dari 199 catatan dengan a...
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Application of KNN & Decision Tree Algorithms in Predicting Diabetes Using Rapid Miner
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Prediksi diabetes merupakan langkah penting dalam mendukung deteksi dini serta pencegahan komplikasi jangka panjang yang disebabkan oleh penyakit kronis. Penelitian ini bertujuan membandingkan kinerja algoritma K-Nearest Neighbor (KNN) dan Decision Tree dalam memprediksi diabetes menggunakan dataset Pima Indian Diabetes pada aplikasi RapidMiner. Dataset yang digunakan terdiri dari 768 data dengan delapan atribut kesehatan utama yang berkaitan dengan risiko diabetes. Metode penelitian meliputi pr...
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Scientific Reasoning Skills in Physics Education: A Preliminary Analysis of High School Students’ Competence in Temperature and Heat
Lontar Physics Today
Vol 5
, No 1
(2026)
Scientific reasoning skills play a crucial role in understanding physics concepts through cause–effect analysis and evidence-based reasoning. However, physics learning that remains predominantly focused on problem-solving tasks has resulted in students being less accustomed to engaging in systematic scientific thinking. This study aims to analyze and describe the level of scientific reasoning skills of high school students on the topic of temperature and heat as an initial effort to map their sc...
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Implementasi Edukasi Bahaya NAPZA dan Pergaulan Bebas melalui Sosialisasi Interaktif serta Penanaman TOGA sebagai Upaya Pencegahan dan Penguatan Ketahanan Remaja di Desa Karangmalang
Hidayah, Salsabila Rahma
; Geraldina, Alma Marikka
; Maharani, Dina Putri
; Akromi, Muhammad Nuzul
; Fadhilah, Zulfa Nur
; Lathifah, Zufah Rusdi Khoirul
; Aulia, Sukma Dika Nur
; Nabila, Tera Nur
; Agil, Ayusika Yumna
; Irfanudin, Muhammad
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2026)
Drug abuse and risky social behavior remain significant social issues among adolescents, particularly in rural areas experiencing rapid information exposure and lifestyle changes. This community service program aimed to enhance adolescents’ awareness and resilience toward the dangers of drug abuse (NAPZA) while promoting a healthy lifestyle through the cultivation of family medicinal plants (TOGA) in Karangmalang Village, Ngawi Regency. The program employed a participatory descriptive approach,...
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Capacity Building in Fundraising and Organizational Digitalization of LAZISMU Turkey Based on Muhammadiyah Values
Muzakar Isa
; Praswati, Aflit Nuryulia
; Rahmatdi
; Ahmada Auliya Rahman
; Nurul Latifatul Inayati
; Alfina Rahmatia
Abdi Psikonomi
(2026)
In the era of globalization and digitalization, philanthropic organizations are required to be adaptive in managing donations, strengthening ideological values, and developing sustainable institutional capacity. This community service proposal aims to strengthen the institutional capacity and philanthropic governance of LAZISMU Turkey through a series of integrated programs. The main activities include: (1) a Global Fundraising & Digital Marketing Workshop conducted in a blended format to de...
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Hybrid Real-time Framework for Detecting Adaptive Prompt Injection Attacks in Large Language Models
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
Prompt injection has emerged as a critical security threat for Large Language Models (LLMs), exploiting their inability to separate instructions from data within application contexts reliably. This paper provides a structured review of current attack vectors, including direct and indirect prompt injection, and highlights the limitations of existing defenses, with particular attention to the fragility of Known-Answer Detection (KAD) against adaptive attacks such as DataFlip. To address these gaps...
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2 Sitasi
Implementation of Case-Based Learning to Improve Critical Thinking Skills in Static Fluids among High School Students
Lontar Physics Today
Vol 5
, No 1
(2026)
This study aimed to examine the effectiveness of implementing the Case-Based Learning (CBL) model in enhancing students' critical thinking skills in static fluid learning, as well as to analyse differences in critical thinking outcomes between classes using CBL and those employing conventional teaching methods. The research adopted a quasi-experimental design with a pretest–posttest control group. Samples were selected based on simple random sampling. After the data was analysed, the average sco...
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Renovasi Perpustakaan Nagari: Mewujudkan Pusat Baca dan Informasi Masyarakat Kenagarian Sumpur Kudus
Samuel Martin
; Seprian Saputra
; Feni Farmilia
; Mhd Zhaky Ananda
; Refy Faustina Khairani
; Rizka Nailatul Hasanah
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2026)
The Community Service Program (KKN) conducted by students of Padang State University (UNP) focuses on community service to address social issues and improve the quality of life for a more developed nation. One of the programs implemented is digital literacy and the renovation of the village library located at the Sumpur Kudus Village Head's office, Sumpur Kudus District, Sinjunjung Regency, West Sumatra Province. Given the widespread use of technology today, accessing information related to the...
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Evaluasi Kematangan dan Kualitas Layanan SIAKAD Berbasis ITIL V4 di IALM
Tazudin, Muhamad Ikhsan
; Saomi, Fakhri
; Noer, Hyuga Ramadhan
; Adawiyah, Siti Fauziah
; Dzulfikar, Helmy
; Tazudin, Muhamad Ikhsan
; Saomi, Fakhri
; Noer, Hyuga Ramadhan
; Adawiyah, Siti Fauziah
; Dzulfikar, Helmy
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 1
(2026)
Institut Agama Islam Latifah Mubarokiyah (IAILM) Pondok Pesantren Suryalaya telah memanfaatkan Sistem Informasi Akademik (SIAKAD) untuk mendukung kegiatan administrasi dan akademik di kampus. Namun, hasil observasi dan wawancara menunjukkan bahwa masih ada berbagai kendala, seperti lambatnya akses sistem pada jam sibuk, kesalahan dalam input data, serta kurangnya tindak lanjut terhadap keluhan pengguna. Penelitian ini bertujuan untuk mengevaluasi tingkat kematangan dan kualitas layanan SIAKAD di...
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DECISION SUPPORT SYSTEMS CERDAS UNTUK PEMILIHAN BIBIT CENGKEH UNGGUL DALAM KONSEP SMART AGRICULTURE
Jurnal Teknologi Informasi dan Komunikasi (TIKomSiN)
Vol 13
, No 2
(2026)
The recent development of artificial intelligence (AI) technology has encouraged the use of intelligent systems in various sectors, including agriculture. One of the challenges faced by clove farmers is determining superior seeds with optimal growth potential. Selecting appropriate seeds is crucial because it directly impacts productivity and plant resilience to environmental conditions. Based on this, this research focuses on developing an intelligent Decision Support System (DSS) to assist in...
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