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Fakultas Ilmu Komputer Universitas Duta Bangsa Surakarta
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Journal : journal of artificial intelligence and software engineering

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Implementation Of Content-Based Filtering For a Cat Food Recommendation System Amanda Putri Setiawan; Dwi Hartanti; Pramono Pramono
Journal of Artificial Intelligence and Software Engineering Vol 6, No 2 (2026): Juni (OnProgress)
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v6i2.9305

Abstract

This research discusses the implementation of the Content-Based Filtering method in a cat food recommendation system. The problem in this research is motivated by the difficulty of cat owners and pet shops in determining appropriate food, because there are many variations of products that differ in cat age, type of food, brand, price, composition, nutritional content, and product characteristics. This research was conducted to create a recommendation system that can help users in determining the appropriate cat food choice, by looking at product characteristics and specific needs of cats. This research utilizes the Content-Based Filtering method to analyze and recommend products, through the stages of data collection, data preprocessing, attribute weighting using Term Frequency-Inverse Document Frequency, and similarity calculation using Cosine Similarity. The research data was obtained through observation, interviews, literature study, and documentation of cat food products. The results show that the system built can help users determine cat food based on the suitability between user criteria, cat needs, and product characteristics. This system can also facilitate users in obtaining information and appropriate cat food choices. Based on this, the Content-Based Filtering method is considered effective to be applied in a recommendation system, to assist the cat food selection process in a more structured and efficient manner.
Co-Authors Abdullah Azza Al Abbas Adha Minan Basori Adi Lukman Maulana\ Aditiya Rasendra Putra Aditya Herlambang Saputra Afif Adam Mughnansyah Ahmad Dwi Rifa’i Ahmad Hasan Mustofa Ahmad Saifudin Ajeng Ayu Arumsari Alberthino Ramadhan Oktaviano Albertus Radya Winny Putra Aldita Kusuma Wardana Alfian Muhammad Fernanda AlFriska Fefviana Sigit Saputra Alif Fahmi Syaifuddin Alvifah Diyan Safitri Amanda Putri Setiawan Ananda Aufa Rafiqi Andika Mahendra Yudhistira Angel Tesalonika Angga Sebastian Anggi Aziyah Kusumaingrum Anindhiasti Ayu Kusuma Asri Aprilisa Arum Sari Arif Kurniawan Arjunnajah Muhammad Samhan Aughestin Neizza Frisenta Azis Maulana bagus esti tomo Bayu Tri Kusuma Berkah Yordan Santoso Bernardus Unggul Perwito Sejati Cantika Risky Ramadhana Pawestri Daffa Tusi Santoso Desta Aditya Desta Putra Sandhiya Ependi Devani Ula Ainurofiqi Dhian Joedhistiro Dias Faturrahman Wicaksono Dimas Adji Yoga Saputra Dinda Apriliani Putri Dista Dian Saputri Domingos De Jesus R.Monteiro Dony Ibnu Prakoso Dwi Hartanti Dyah Yulia Ratnadewati Edwin Pavel Ekapagliuca Eka Rizki Suwarno Erick Mikha Santosa Erlangga Bayu Yudho Prakoso Fadia Aulia Azizah Faris Pratama Putra Fauzi Bondan Prihananto Fendi Untoro Ferdian Ady Sudrajat Fitra Mustofa Fitria Ayu Novitasari Gaten Isnan Abdurrozaq Gigieh Priambodo Hanindito Rido Prehata Hasan Azhary Hawi Dian Putra Anugrah Higmatul Najib Ananda Saputra Ibnu Khairul Huda Iqbal Abdul Aziz Iqbal Syabudin Ira Fitri Chorliana Dewi Irawan, Ridwan Dwi Irfan Dwi Rangga Premana Irfan Harviansah Ismail Fikrun Amin Kahfi Andhika Pratama Linda Nuzul Kharismasari Maulindar, Joni Mochammad Rizky Adjie Prakoso Muh Devano Alfarizy Muhamad Rifky Hafan Muhammad Alive Muflih Muhammad Andi Ghalib Muhammad Anugrah Putra Muhammad Hanif Hilmi Muhammad Lutfi Al Hafizh Muhammad Mukhlisul Fuad Muhammad Rezan Arifana Putra Muhammad Syailendra Surya Viadar Mukhlis Ash Shidiqi Nabil Abdul Majid Nabila Wahyu Ningtias Natan Setyo Agung Nibras Faiq Muhammad Nibras Faiq Muhammad Noviadhi Kusuma Nurchim Otto Santoso Putro Pandu Surya Abiansyah Pipin Widyaningsih Pipin Widyaningsih Pramudya Aziz Wisnuadi Wisnuadi Pratama Nur Hadiansah Rafi Alif Nur Safa Rahadyan Bintang Pamungkas Ridlo Fauzi Rakhmadiant Ringgyanita Ahwadti Rio Sandy Laksono Rizky Ardiva Dwitama Putra Rizky Rama Mulyawan Rizky Vera Oktarina Rofi’ Yuantomo Rudi Susanto Santika Sari Satriyo Wicaksono Satya Yoma Patria Risky Savina Dyah Arwiana Stefanus Ardi Prasetyo Surya Prana S Syahrul Yovi Distyanto Tomy Anugerah Islami Trafrika Nining Erina Vicky Galih Pamungkas Vicky Rachmad Nur Faddly Wiji Lestari Wijiyanto Yudhistira Adhiaraka Yuri Tri Wibowo Yusuf Iskandar Royan Yuyun Prastiwi