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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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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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Pengaruh Penempatan Kerja, Fringe Benefits dan Fasilitas Kerja Terhadap Kinerja Karyawan Jawa Pos Kediri
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
This research aims to analyze the influence of job placement, fringe benefits, and work facilities on the performance of employees at Jawa Pos Kediri, both partially and simultaneously. The method used is quantitative with a descriptive and associative approach. Data were collected through the distribution of questionnaires to 50 respondents who are employees of Jawa Pos Kediri. The data analysis techniques used include multiple linear regression, t-test (partial), F-test (simultaneous), and the...
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Strategi Pemulihan UMKM di Kelurahan Lapadde, Kota Parepare Pasca Pandemi Covid-19 Sejak 2022-2025
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
The COVID-19 pandemic has had a major impact on the sustainability of Micro, Small, and Medium Enterprises (MSMEs), including those in Lapadde Subdistrict, Parepare City. This study aims to identify the recovery strategies implemented by MSME actors during the 2022–2025 period, as well as the factors that support and hinder the recovery process. The research employed a descriptive qualitative method, with the study conducted in Lapadde Subdistrict on December 1, 2025. The sample consisted of fiv...
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Strategi Manajemen Operasional, Pemasaran, dan Evaluasi Keuangan UMKM Bolu Kambu Daeng Rosi Dalam Meningkatkan Daya Saing Produk Tradisional di Kabupaten Barru
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
This study aims to analyze the operational and marketing strategies of UMKM Bolu Kambu Daeng Rosi in enhancing the competitiveness of traditional food products in Barru Regency, South Sulawesi. The research uses a descriptive qualitative approach with a case study method, through guided observation, semi-structured interviews, and documentation. The findings show that the enterprise's strengths lie in its culturallybased product differentiation and strong customer loyalty. However, the business...
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Implementasi E-Commerce dan QRIS Dalam Peningkatan Pendapatan Pada UMKM Cemilan Sultan di Kota Parepare
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
The development of e-commerce as part of digital transformation has changed marketing and business transaction patterns, including in the Micro, Small, and Medium Enterprises (MSMEs) sector. This study aims to analyze the implementation of e-commerce and the Quick Response Code Indonesian Standard (QRIS) payment system in increasing revenue for the Sultan Snacks MSME in Parepare City. This study used a qualitative approach with a case study method. Data collection techniques included in-depth in...
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Strategi Pengelolaan Keuangan Pada Online Shop di Pare-Pare
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2026)
The growth of the digital economy has accelerated the development of online shops as part of digital MSMEs; however, this growth has not been fully supported by systematic financial management practices. This study aims to analyze financial management strategies applied by online shops in Parepare City based on four main indicators: financial planning, recording, reporting, and control. This research employed a qualitative approach within a postpositivist paradigm. Data were collected through pa...
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Survei Kondisi Fisik Siswa Ekstrakurikuler Sepakbola di SMA Negeri 1 Purwosari Kabupaten Pasuruan
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 4
(2026)
Physical condition is a very important aspect to support a student's achievement, so condition factors must be considered by students. The aim of this research was to determine and assess the level of physical condition of football extracurricular students at SMA Negeri 1 Purwosari. This type of research uses a quantitative descriptive survey design, the variable studied is the level of physical condition. In this study, the samples were taken from all students who were active in taking part in...
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Pemanfaatan Kuis Interaktif Untuk Meningkatkan Pemahaman Ekonomi Kurikulum Merdeka Berbasis Deep Learning di SMA Negeri 4 Surakarta
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 4
(2026)
This research aims to determine the extent to which interactive quizzes can help improve students' understanding of Economics lessons in the Merdeka Curriculum, which focuses on a Deep Learning approach implemented at SMA Negeri 4 Surakarta. The results show that quite a few students have difficulty grasping economic concepts. The lack of participation and learning motivation, combined with the dominance of the lecture method, makes the learning process tend to be one-way. Conversely, the applic...
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