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Faizal Faizal, Faizal
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Journal : Building of Informatics, Technology and Science

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Side Dish Store Recommendation System Utilizes A Collaborative Filtering Methodology Suryani, Suryani; W Soetikno, Y Johny; Octavianus, Michael; Faizal, Faizal; Hasriani, Hasriani; Nurdiansah, Nurdiansah; Bahtiar, Akbar
Building of Informatics, Technology and Science (BITS) Vol 6 No 1 (2024): June 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i1.5229

Abstract

Side Dish Stores serve as traditional venues for buying and selling a diverse array of products, including fish, foodstuffs, beverages, kitchen spices, clothing, souvenirs, and more. In their pursuit of maximizing profits, traders use competitive strategies, such as online marketing, to expand their sales channels and promote products digitally. This research aims to generate recommendations for selling fish, and traditional supermarkets through a collaborative filtering method. The criteria used to generate recommendations for shops or fish sellers among 25 alternatives include product type, availability, service quality, shop cleanliness, product quality, and sales volume. The research results indicate that the highest predicted value is 0.70, where user 16 exhibits the highest similarity with user 14. Consequently, TSF 1= 4.17, TSF 5= 3.5, TSF 9= 3.33, TSF 13= 3.83, and TSF 15= 4.5. When ranked, TSF 15 will be the first recommendation for user 16, followed by TSF 1, TSF 13, TSF 5, and TSF 9. This recommendation system facilitates consumers in determining the appropriate shop or fish seller to visit when shopping at the Side Dish Store. Traders can easily market products to enhance sales. Moreover, the system streamlines buying and selling transactions for traders and consumers without the necessity of direct visits to the Side Dish Store
Co-Authors Adiazmil, Aan Agus Taufik, Agus Agustang, Andi Aguzman, Glory Ahyuna Ahyuna, Ahyuna Aini Nurul Akbar Akbar Akbar Bahtiar Akhriana, Asmah Alirmansyah, Alirmansyah ANDIKA SAPUTRA Andriadi Andriadi Anisa Mawarni Anita Trisiana, Anita Annah Annah, Annah Apriyanto, Apriyanto Arwansyah Arwansyah Ashari, Irma Asrial Auliya, Rezky Bahtiar, Akbar Bambang Budiwiranto Bastiana Bastiana Berti Anggraini, Rima Chairil M Noor, Chairil M Dhani Aryanto, Dhani Djoko Hadi Prajitno Dwiyatmi Sulasminah, Dwiyatmi Erfan Hasmin Fariza Makmun Firdausi, Dzihan Khilmi Ayu Fitri Yanti Fitriana, Zakiah Dewi Gartika Rahmasari, Gartika Hadi Pranoto Hanasi, Raihan A. Hardi Hardi, Hardi Haris, Adammas Hasriani Hasriani, Hasriani Hasyrif SY Hera Wahyuni Heriadi, Herman Hermansyah, Ahmad Hery Widijanto Ilfiandra Ilfiandra Indo Intan Indriana Indriana, Indriana Indryani, Andi Vika Izham, Khairul Jaelani T, Muhammad Rezky Jauhari, Tantowi Jawar, Martafina Johanis, Andrew Ridow John Sihar Manurung Khairullah, Khairullah Khumairah Aminuddin, St. Alifah Rizqah Lestari, Nanda Lulu Ulfa Sholihannisa M, Nurhikmah M. Isa Anshori Marsa, Marsa Michael Octavianus Mochtar Yunus, Farhan Muhamad Yazid Bustomi Muhammad Aqil Muhammad Wiharto Mulyani, Kahar Nani Rohaeni, Nani Ningrum, Endah Prawesti Nirwana, Nirwana Nurdiansah, Nurdiansah Nurdin, Abdul Rahim Nurmahadi, Nurmahadi Nurul Fitriah Aras Permana, Erwin Prakosa, Gatot Hendro Pratama, Arkjun Yudistira Pratama, Naufal Randi Pratiwi, Tiara Iskandar Pratiwi, Wike Putri Ramadhani, Putri PUTRI WULANDARI Qosasi, Achsanul Rahmat Rahmat Rahmi R, Nurazizah Restuningsih, Ani Rohman, Muhammad Afif Syaifur Said, Awayundu Saleh, Wizerti Ariastuti Salman Salman Siti Annisa Wahdiniawati, Siti Annisa Sitti Aisa, Sitti Somalinggi, Anastasya Sari Suhartini, Sugih Sukariyan, Sukariyan Sumarlin Mus Sumarlin, Antonius W. Surahman Wilade Suryani Suryani Suryani Suryani SYAHRIAL SYAHRIAL Syamsudddin, Sadly Taufiq, Agus Thabrani, Thabrani Thabrani. R, Thabrani. R Tontowi Jauhari Topan, Topan Usman Usman Valentino, Benta W Soetikno, Y Johny Wanci, Risman Wastam Wahyu Hidayat Wati, Naurin Julia Widi, Muhammad Naufal Widyastuti Widyastuti Wiwik Handayani Yolesna, Hesti Yusuf, Abd.Gappar Yusuf, Harlin Yusuf, Harlina Zulfitrah, Zulfitrah