Garuda - Garba Rujukan Digital

Application of the Naive Bayes Classifier Method and Fuzzy Analytical Hierarchy Process in Determining Books Eligible for Publishing Irwansyah, Mochamad Denny; Negara, Teguh Puja; -, Erniyati; Citra, Puspa
Komputasi: Jurnal Ilmiah Ilmu Komputer dan Matematika Vol 21, No 1 (2024): Komputasi: Jurnal Ilmiah Ilmu Komputer dan Matematika
Publisher : Ilmu Komputer, FMIPA, Universitas Pakuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33751/komputasi.v21i1.6677

The manuscript selection process is the process of assessing manuscripts worthy of publication. The Editor's job is to provide an evaluation of each manuscript based on the assessment criteria and sub-criteria. By using a decision support system, it can make it easier for policymakers to determine the suitability of a manuscript. In this research, a decision support system is applied to select papers that are worthy of publication, namely the Fuzzy Analytical Hierarchy Process (F-AHP) method for selecting the suitability of manuscripts using subjective criteria and the Naïve Bayes method for classifying books based on their genre. The test results using the F-AHP method produced an accuracy rate of 83.33% using 30 books out of 150 books and using the Naïve Bayes method produced an accuracy rate of 80% using 30 books from the internet. This system uses the Visual Studi Code IDE, Firebase, and Pythonanywhere as its database with an Android display.

Sistem Pendukung Keputusan Penentuan Kinerja Sales Terbaik Menggunakan Kombinasi Grey Relational Analysis dan Pembobotan Rank Sum Citra, Puspa; Sriyasa, I Wayan; Santoso, Heri Bambang
Jurnal Ilmiah Computer Science Vol. 2 No. 2 (2024): Volume 2 Number 2 January 2024
Publisher : PT. SNN MEDIA TECH PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58602/jics.v2i2.26

The best sales performance is one of the key elements in the business world that not only reflects the ability of individuals or sales teams to achieve sales targets, but also becomes a key pillar in the growth and success of the company. The problem in choosing the best sales performance is that there is no decision support system model in choosing the best sales performance. The purpose of this study is to determine the best sales performance by applying the GRA method and rank sum weighting in the assessment of existing sales performance, so that the results of the sales performance appraisal will be a recommendation for companies in determining the best sales performance. The ranking results showed the highest value of 0.1309 obtained by sales Hadi for rank 1, the next highest value of 0.0941 obtained by sales Arini for rank 2, the next highest value of 0.0777 obtained by sales Cindy for rank 3.

Optimization of Creative Industry Technology through E-Store Development in the MSME Business in the Fashion Sector Citra, Puspa; Erniyati; Harsani, Prihastuti; Suhendar, Endang
Jurnal Pengabdian Masyarakat Inovatif Vol. 1 No. 1 (2023): JPMI (Jurnal Pengabdian Masyarakat Inovatif)
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Pakuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33751/jpmi.v1i1.59

Micro Small Medium Enterprises (MSMEs) are the most important pillar of the Indonesian economy. However, with the pandemic in recent years, MSMEs have experienced an impact, namely in their marketing. With increased internet traffic, they have experienced a shift in the consumption pattern of goods and services from offline to online. In efforts to improve or deal with the impact of a pandemic, every MSME must be able to apply technology-based creative industries. Technology-based creative industries are creative industries that do not only rely on manual creativity but include the use of information technology and computers. Currently, technology-based creative industries play an important role in optimizing marketing strategies. One of the SMEs that is growing rapidly is the fashion sector. This research aims to create a web-based application to increase the added value of the MSME economy. Developing this application design involves making applications, trials, outreach, implementation, and evaluation. To know the function level of the observed application, a questionnaire containing aspects of Usefulness, Statistics, Ease of Learning, and Ease of Use was distributed. The average result is 83%, so the application is very feasible.

Optimization of Creative Industry Technology through E-Store Development in the MSME Business in the Fashion Sector Citra, Puspa; Erniyati; Harsani, Prihastuti; Suhendar, Endang
Jurnal Pengabdian Masyarakat Inovatif Vol. 1 No. 1 (2023): JPMI (Jurnal Pengabdian Masyarakat Inovatif)
Publisher : Fakultas Matematika dan Ilmu Pengetahuan Alam, Universitas Pakuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33751/jpmi.v1i1.59

Micro Small Medium Enterprises (MSMEs) are the most important pillar of the Indonesian economy. However, with the pandemic in recent years, MSMEs have experienced an impact, namely in their marketing. With increased internet traffic, they have experienced a shift in the consumption pattern of goods and services from offline to online. In efforts to improve or deal with the impact of a pandemic, every MSME must be able to apply technology-based creative industries. Technology-based creative industries are creative industries that do not only rely on manual creativity but include the use of information technology and computers. Currently, technology-based creative industries play an important role in optimizing marketing strategies. One of the SMEs that is growing rapidly is the fashion sector. This research aims to create a web-based application to increase the added value of the MSME economy. Developing this application design involves making applications, trials, outreach, implementation, and evaluation. To know the function level of the observed application, a questionnaire containing aspects of Usefulness, Statistics, Ease of Learning, and Ease of Use was distributed. The average result is 83%, so the application is very feasible.

PENERAPAN IMPLEMENTASI NAÏVE BAYES CLASSIFIER DAN METODE FUZZY AHP DALAM PENENTUAN BUKU LAYAK TERBIT MENGGGUNAKAN ANDROID Negara, Teguh Puja; Erniyati, Erniyati; Citra, Puspa; Irwansyah, Muhammad Denny
Prosiding Seminar SeNTIK Vol. 8 No. 1 (2024): Prosiding SeNTIK 2024
Publisher : Lembaga Penelitian dan Pengabdian Kepada Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar

Proses seleksi naskah merupakan proses penilaian kelayakan naskah yang cukup menimbulkan kendala, karena sebelumnya bersifat manual dan memiliki unsur subyektifitas dari panilai. Penggunaan metode Sistem Penunjang Keputusan (SPK) dan penggunaaan komputer merupakan tuntutan yang sangat kuat untuk mempermudah tim penilai untuk kelayakan naskah buku yang akan diterbitkan. Dalam penelitian ini, metode Fuzzy Analytical Hierarchy Process (F-AHP) digunakan sebagai sistem pendukung keputusan untuk memilih makalah yang layak dipublikasikan. Metode ini menggunakan kriteria subjektif untuk memilih naskah yang sesuai dan metode Naive Bayes untuk mengklasifikasikan buku berdasarkan genrenya. Hasil pengujian dengan metode F-AHP menunjukkan tingkat akurasi sebesar 83,33%. Dengan menggunakan 30 buku dari 150 buku, metode Naive Bayes menghasilkan klasifikasi buku berdasarkan genrenya. Visual Studi Code IDE, Firebase, dan Pythonanywhere adalah database sistem dengan tampilan Android

Sistem Pendukung Keputusan Pemilihan E-Commerce Menggunakan Pembobotan Entropy dan COPRAS Citra, Puspa; Santoso, Heri Bambang; Sriyasa, I Wayan
Jurnal Ilmiah Informatika dan Ilmu Komputer (JIMA-ILKOM) Vol. 3 No. 1 (2024): Volume 3 Number 1 March 2024
Publisher : PT. SNN MEDIA TECH PRESS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58602/jima-ilkom.v3i1.25

The choice of e-commerce platform is crucial for businesses that want to expand their reach and increase sales online. By choosing the right e-commerce platform, businesses can optimize their online operations, increase customer satisfaction, and achieve sustainable growth in an increasingly competitive digital marketplace. This study aims to select e-commerce using a combination of entropy weighting methods and COPRAS in producing alternative assessments and ratings of existing e-commerce, so that it becomes a recommendation for the public in choosing an e-commerce as a transaction platform. The ranking results in the final e-commerce score are rank 1 obtained for Shoope e-commerce with a value of 100%, rank 2 obtained for Tokopedia e-commerce with a value of 95.93%, rank 3 obtained for Lazada e-commerce with a value of 80.93%, and rank 4 obtained for Blibli e-commerce with a value of 58.07%. The recommendation results for selecting an E-Commerce platform using a combination of Entropy and COPRAS weighting methods provide the highest recommendation to the Shoope E-Commerce platform with the highest value of 100%.

Integrating Local Culture into Biology E-Module: The Perceptions of Teachers and Students Lathifah, Suci Siti; Ekowati, Ainiyah; Citra, Puspa; Chodijah, Siti
Journal Of Biology Education Research (JBER) Vol. 6 No. 2 (2025): JBER (Journal Of Biology Education Research), Vol.6 No.2 (2025)
Publisher : Program Studi Pendidikan Biologi FKIP Universitas Pakuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55215/jber.v6i2.77

Integrating local culture into science education is a strategic effort to enhance the relevance of learning to students' lives while fostering appreciation for regional heritage. In the context of biology education, incorporating culturally-rooted examples can make abstract concepts more tangible and relatable. This study investigates teachers’ and students’ perceptions of a digital biology e-module integrating golok tarisi local heritage within an Ethno-STEAM approach supported by Augmented Reality (AR). The module connects biodiversity, ecology, and sustainable resource use concepts with cultural practices. This research employed a mixed-method (qualitative–quantitative descriptive) design involving 16 biology teachers and 60 eleventh-grade students selected purposively. Data were collected through Likert-scale questionnaires, semi-structured interviews, and classroom observations, and analyzed using descriptive statistics and thematic analysis. Results show highly positive perceptions. A total of 87% of teachers considered the e-module highly relevant, and 82% found it easy to use. Among students, 85% reported increased engagement and 78% higher learning motivation. The e-module also supported digital literacy development through the use of multimedia and AR features, although 18% of teachers experienced technical challenges. Students reported improved conceptual understanding of biodiversity and ecological balance, supported by AR visualization of the golok tarisi production process. Observations confirmed increased interaction and critical thinking. The findings demonstrate that the Ethno-STEAM-based digital e-module is pedagogically effective and well-accepted by both teachers and students. It enhances engagement, learning motivation, digital literacy, and conceptual understanding of abstract biological concepts through AR-supported visualization. Despite minor technical constraints, the module fosters interactive, critical, and culturally meaningful biology learning. This study contributes to the development of contextual, interactive, and sustainable models for biology education.

Peningkatan Efisiensi Cafe Tsuin Bogor melalui Aplikasi Stok Terintegrasi POS, Resep, dan Costing Citra, Puspa; Mulyati, Mulyati; Suherman, Muhammad Hisyam; Abdillah, Kaka Maulana; Erniyati, Erniyati
Mejuajua: Jurnal Pengabdian pada Masyarakat Vol. 5 No. 3 (2026): April 2026
Publisher : Yayasan Penelitian dan Inovasi Sumatera (YPIS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52622/mejuajuajabdimas.v5i3.374

Usaha Mikro, Kecil, dan Menengah (UMKM), khususnya di sektor kuliner, menghadapi tantangan signifikan dalam manajemen stok bahan baku dan akurasi perhitungan harga pokok produksi (costing). Ketergantungan pada metode manual sering menyebabkan inefisiensi, human error, dan pemborosan. Pengabdian kepada Masyarakat (PKM) ini bertujuan mengembangkan aplikasi pengelolaan stok yang terintegrasi dengan sistem Point of Sale (POS), modul manajemen resep, dan fitur perhitungan costing otomatis untuk Cafe Tsuin Bogor. Metode User-Centered Design (UCD) diterapkan untuk memastikan aplikasi yang relevan, intuitif, dan mudah diadaptasi pengguna. Tahapan PKM meliputi analisis kebutuhan mendalam, perancangan prototipe interaktif, pengembangan aplikasi, serta pelatihan dan evaluasi langsung oleh pengguna di Cafe Tsuin Bogor. Aplikasi yang dihasilkan berhasil mengintegrasikan pencatatan stok masuk, otomatisasi pengurangan stok berdasarkan resep dan transaksi POS, notifikasi stok minimum, manajemen resep digital, serta perhitungan costing produk secara real-time. . Hasil pengabdian ini menunjukkan bahwa aplikasi yang dirancang memiliki potensi besar untuk meningkatkan efisiensi operasional Cafe Tsuin Bogor, meminimalkan kerugian akibat pemborosan bahan baku, memastikan akurasi costing, dan mendukung pengambilan keputusan manajerial yang lebih cerdas dan berbasis data. Inisiatif ini menegaskan peran strategis perguruan tinggi dalam pemberdayaan UMKM melalui inovasi teknologi.

Title

Found 8 Documents
Search

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Title Search

Found 8 Documents Search

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Abstract

Title

Found 8 Documents
Search