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Analisis perbandingan machine learning untuk prediksi kelayakan kredit perbankan pada Bank BRI Tegal
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
Predicting credit worthiness is an important step for banks to reduce the risk of bad credit. This research compares the performance of four classification algorithms, namely SVM, Naïve Bayes, Random Forest and Decision Tree using simulated datasets. The results obtained on the metrics of accuracy, precision, recall, F1 score, and AUC-ROC, show that Decision Tree has the best performance with 42.5% accuracy, 48.3% precision, 47.5% recall, 47.5% F1 score, and AUC 0.60, indicating its ability to i...
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SOSIALISASI PEMAHAMAN PERENCANAAN KEUANGAN PRIBADI DAN INVESTASI PEMULA BAGI SISWA SMK N 1 KEJOBONG
Wirawan, Nugroho Budi
; Fitriana, Aning
; Arofah, Anastasia Anngarkusuma
; Tyas, Karunia Zuraidaning
; Anggar, Anastasia
Perwira Journal of Community Development
Vol 5
, No 1
(2025)
Perencanaan keuangan pribadi dan pemahaman investasi menjadi kebutuhan yang semakin mendesak di era modern ini, terutama bagi generasi muda. Metode pelaksanaan kegiatan pengabdian kepada masyarakat ini dirancang secara sistematis untuk memastikan bahwa siswa SMA sederajat mendapatkan pemahaman yang mendalam tentang perencanaan keuangan pribadi dan investasi pemula. Kegiatan pengabdian kepada masyarakat ini berlangsung di Auditorium UNPERBA pada tanggal 16 September 2024, diikuti oleh siswa-siswi...
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Analisis pengaruh media sosial terhadap kesejahteraan mental dengan menggunakan regresi dan korelasi
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
This study aims to explore the influence of social media on mental well-being, focusing on a quantitative analysis using simple linear regression. Social media has become an integral part of daily life, affecting various aspects of individual life, including mental well-being. This study collected data from an online survey participated by respondents from diverse demographics, measuring social media usage and mental well-being indicators such as stress levels, anxiety, and life satisfaction. Th...
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Pelatihan Literasi Digital untuk Siswa- Siswi Madrasah Tsanawiyah (MTs) Darul Kholili Jember
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 1
(2025)
The digital literacy level of the Indonesian young generation is still low. Therefore, the students need to be equipped for digital literacy from an early age. This community service activity aims to increase the knowledge and skills of the students of Madrasah Tsanawiyah (MTs) Darul Kholili Jember. In this basic digital literacy training, the presenter used several mixed approaches, they are lecturing, discussion, and practice. The materials taught in this training include Digital Literacy, Dig...
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Pemanfaatan Hasil Alam sebagai Alternatif Pengganti Warna Sintetis : (Studi Kasus di Rumah Batik Purwo Carito Desa Botoputih, Temanggung)
Nurul Khotimah
; Pinasti Pinasti
; Hafis Abdul Amar
; Miftakhul Huda
; Aurenza Shafa Shabilla
; Mila Dina Nur Khasanah
; Alimudin Zuhri
; Adina Rakhma Safitri
; Shendya Lukyana Yumna
; Shofiyyatul Hanani
; Syahdan Askabara
; Khusna Laili Amalia
; Siti Nihar Salsabilah
; Muzamil Muzamil
; Muhammad Saefullah
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 1
(2025)
This research discusses the utilization of natural products as an alternative batik dye that is more environmentally friendly than synthetic dyes. The research was conducted at Purwo carito Batik House, Botoputih Village, Temanggung. Batik, as an Indonesian cultural heritage, not only has high aesthetic value, but also faces challenges due to the use of synthetic dyes that have the potential to damage health and the environment. Purwo carito batik house innovates by using natural dyes from vario...
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Utilization WebGIS to Map the Distribution of Tourist Attractions in Kemiling Subdistrict Bandar Lampung City
Journal of Geography Science and Education
Vol 6
, No 2
(2025)
This study aims to map the distribution of Rabbit Garden Tourism Objects, Durian Farm and Stable Valley, Tahura Wan Abdul Rachman, Gita Persada Butterfly Park, Rainbow Slide, Camp 91, Kampoeng Vietnam, Paraduta Hill, Curved Sky II, Kemiling Hill Permai Housing Complex Valley Tourism Park, Star Hill, Betung Garden, Pelangi Valley, Vietnam Cliff, and Nature Gate in the Kemiling District of Bandar Lampung City by using WebGIS as a web. This study uses a quantitative descriptive method. The data col...
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Evaluating Students' Experiential Learning in International Course Program
Dinamika, Soraya Grabiella
; Rahayu, Yoni
; Nasution, Muhammad Muslim
; Siregar , Elitaria Bestri Agustina
ETERNAL: English Teaching Journal
Vol 16
, No 1
(2025)
The University of Medan Area has a vision to become a university that can be recognized at the ASEAN Level, for this reason, from now on, the university has begun to prepare the students to have qualified English skills, one of which is by organizing an International Course Program, which is applied to some courses. This program was first implemented in the even semester of the 2023/2024 academic year and received high enthusiasm from the lecturers and participants. This research adopts a descri...
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Bridging The Gap: Tackling Students Challenges in Applying Politeness Strategy in English Daily Conversation
ETERNAL: English Teaching Journal
Vol 16
, No 1
(2025)
The study examines the difficulties BBC Tlogosari English Course students face when using politeness strategies in daily conversation. Communication is crucial in today's interconnected world, especially for EFL students. The qualitative research study used document analysis and questionnaires to gather information and questions from other students to analyze their experiences. According to the data, students have many challenges that make it hard for them to be polite. Language barriers, especi...
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Analisis Penerapan Software Accurate System Pada Siklus Pembelian Perusahaan Manufaktur
DHARMA EKONOMI
Vol 31
, No 2
(2025)
This research aims to analyze the implementation of Accurate System software in supporting the efficiency and effectiveness of the purchasing cycle in manufacturing companies. The purchasing cycle is one of the critical processes that affects the smoothness of operations and cost management of the company. In this study, an analysis was conducted on the implementation of the Accurate System software. The research methods used included data collection through interviews, observations, and documen...
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Sosialisasi Pemberdayaan Perempuan dalam Mendukung Usaha Mikro Kecil dan Menengah (UMKM) di Dusun Mekar Jaya RT 09
Jurnal Pengabdian Kepada Masyarakat
Vol 2
, No 1
(2025)
Community service activities with the theme of Socialization of women's empowerment in supporting micro, small and medium enterprises (MSMEs) were carried out in Karang Tunggal Village, Mekar Jaya Hamlet, RT 09, Tenggarong Seberang District together with local mothers. The time for this activity was Saturday, December 7, 2024 at 09.00 until finished. This activity went well and received a warm and enthusiastic welcome from the participating mothers. The objectives of this community service are;...
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