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All Journal Conference on Management, Business, Innovation, Education and Social Sciences (CoMBInES) Conference on Community Engagement Project (Concept) Conference on Business, Social Sciences and Technology (CoNeScINTech)
Jon Susanto
Universitas Internasional Batam
Aerospace Engineering Arts Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Environmental Science Social Sciences Other

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DESIGN AND DEVELOPMENT RESTAURANT RECOMMENDATION APPLICATION USING K-NEAREST NEIGHBORS AND CONTENT-BASED FILTERING Suwarno Suwarno; Jon Susanto
CoMBInES - Conference on Management, Business, Innovation, Education and Social Sciences Vol 2 No 1 (2022): The 2nd Conference on Management, Business, Innovation, Education and Social Scie
Publisher : Universitas Internasional Batam

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Abstract

The culinary business is a promising business today because food and beverages are basic needs. This can be seen from the number of cafes or restaurants in Batam City. Along with the rapid growth of the culinary business, the variety of food is becoming increasingly diverse, thus making it increasingly difficult for consumers to choose and determine the right food, both based on taste and ease of access. Therefore, it is necessary to need a system that can provide the user with the best and most suitable food or restaurant recommendations. This study designs and builds a recommendation system using K-Nearest Neighbors which functions to recommend restaurants with the closest distance, while Content-Based Filtering functions to recommend foods according to user preferences. The system is built in the form of a mobile-based application so that users can access and get more relevant recommendations. The results of the implementation of the system that was built got a pretty good response from users, where users gave a satisfaction level of 79.2% on restaurant recommendations and also 71.2% on food recommendations.
Penyusunan Laporan Keuangan Berbasis Website Aplikasi Terhadap Umkm Pada Toko Maestro Jaya Iwan Setiawan; Jon Susanto
ConCEPt - Conference on Community Engagement Project Vol 1 No 1 (2021): Conference on Community Engagement Project
Publisher : Universitas Internasional Batam

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Menurut Online Data Sistem (ODS) menyatakan bahwa Usaha Mikro Menengah Kecil (UMKM) di Indonesia berfungsi sebagai pendorong meningkatnya ekonomi di Indonesia. Kota Batam pada tahun 2019 s/d 2020 jumlah UMKM di Kota Batam meningkat dari 81.426 menjadi 81.575 UMKM. Banyak UMKM yang mengalami kesulitan dalam mengatur bidang keuangan pada dasarnya, sehingga pelaksanaan dan pembuatan sistem berbasis website aplikasi laporan keuangan dilakukan kepada toko UMKM untuk mendapatkan manajemen keuangan yang lebih baik. Teknik pengumpulan datanya berupa primer dan sekunder, yaitu data primer berupa wawancara dan observasi langsung kepada pemilik toko, dan data sekunder berasal dari data-data catatan transaski, seperti nota dan faktur. Hasil pembahasan luaran kegiatan berisi tentang laporan keuangan masa Oktober 2020 s/d Desember 2020 pada UMKM toko Maestro Jaya di Kota Batam yang bergerak di toko dagang jual pecah belah/alat perabot rumah tangga.
Sistem Laporan Keuangan Berbasis Aplikasi Website Pada Toko Maestro Jaya Suwarno liang; Jon Susanto
Conference on Business, Social Sciences and Technology (CoNeScINTech) Vol 1 No 1 (2021): Conference on Business, Social Sciences and Technology (CoNeScINTech)
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat

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Rapid technological advances greatly help daily activity, so many people start using technology in their business. Maestro Jaya shop is one of the MSMEs located in Batam City, the shop owner has problems in producing financial reports either monthly or annually. So in this article, the author implements a system that supports daily activities at the store such as making invoices, payments, and journaling to get financial reports. The author uses the PHP programming language and waterfall as the development method. The final result of this research is a website application that has been used by the shop owner for the shop's daily activities.
Co-Authors Iwan Setiawan Suwarno Liang