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Dwi Hartanti
Universitas Duta Bangsa Surakarta
Religion Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Physics Public Health Social Sciences Other

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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 Adi Tiyas Ahmad Fathoni Aditya Bagaskara Afu Ichan Pradana Afu Ichsan Pradana Agustina Purwatiningsih Agustina Srirahayu Ahmad Wahyu Saputra, Nur Ajeng Ayu Arumsari Aldio Tri Bangkit Sanjaya Alfito Muhammad Fernanda Alvian Ahmada Akhbar Amanda Putri Setiawan Ananta, Kevin Yoga Andy Ariyanto Anisatul Farida Anjar Setiawan Aprilisa Arum Sari Aprilisa Arum Sari Aprilisa Arum Sari, S.T, M.Kom Ardhi Tiya Setiawan Arif Wicaksono Septyanto Asa Dilla Safitri Atik Sulami Avianto Adi Pratama Azizah, Shelvi Bagas Muttaqi Bagaskara, Mochammad Naufal Bagus Adi Nugroho Bagus Erwanto Bagus Irfanzah Arda Nugraha Bayu Tri Pramono Bondan Wahyu Pamekas Da Costa, Alexandre Daffa Rizki Putra Noordi Dika Adi Pratama Divangga Revansa Arya Pradhana Dwi Handayani Dwi Kurniawan Saputro Dyah Aprimavista Cahyani Eka Wijanarka Satata Putra Eko Purwanto Enggar Wijaya Putra Erlina Kumala Kusumawati Ester Anugrayningtyas Fadia Aulia Azizah Fany Lestari FAULINDA ELY NASTITI Firdausi, Annisaa' Alam Fitroh Ahmad Abdul Aziz hanif, abdurrohman Hanifah Permatasari Hasanah, Herliyani Hasda Surya Putra Hasim Azari Hilmi Putra Andriano, Muhammad Hiskia Kus Setiawan ibnu - salifi Ilham Tristadika Saputra Indah Nofikasari Indah, Ratna Puspita Intan Febiana Ovianti Intan Oktaviani Iqbal Hanan Junaidi Irawan, Ridwan Dwi Irfan Agus Prastowo Jamilatun Safitri Jihan Amirah Munif Juantino Brata Astungkara Kevien Ollyvie Jolanda Kevin Yoga Ananta Khumaira Anin Aliya Pahlevi Kurnia Sari, Vena Leny Monica Lidia Earlene Rendhiva Lola Sekar Arum M Ainur Syawaludin Maria Rosario Marobo Maskhul Ryan Ibrahim Matin Muhith Maulana Az Zahra Yusuf Maulindar, Joni Meraldy Fiko Rastio Ajie Mira Erlinawati Moh. Muhtarom Muflih Taqiuddin Muhamad Daivany Nur Auilya Saleh Muhammad Arizal Yusuf Hermawan Muhammad Nur Ikhsanuddin Nadia Amalia Putri Nanang Setiawan Neha Poetri Setiawati Nibras Faiq Muhammad Nur Cahyo Nugroho Nurchim Nurkhalis, Danang Otto Santoso Putro Permatasari, Hanifah Praba Milantino A.R.K Pramono Pramudya Aziz Wisnuadi Puput Dwi Mandiri Raditya Koesyan Dipo Pramukti Rifqi Firdausi Arafad Rizki Hendra Kusuma Robi Wariyanto Abdullah Rukmini, Siti Sandy Yustisio Oktaviandra Saputro, Khoirul Adi Saputro Setiawan, Jodi Apri Shelvi Azizah Silva, Adão Manuel da Sopingi Sopingi Sopingi, Sopingi Sri Lestari Sundari Sundari Syahrul Azhar Faisal Syahrul Rofiq Abdillah Fadli Taufiq Nur Arifin Tri Djoko Santosa Ulhaq, Ahmad Dia Ummi Kultsum Verdiyanto, Ricky Vihi Atina Vincentius Anggarda P.M Wahyu Adi Pratama Wildan Setiawan Wupiwulang Tanwal Hu Yasinta istiqomah Yogi Putra Auditama Yuda Abi Bagaskara Zariel Ardian Ekovih