Sistem Rekomendasi Pencarian Buku dengan Metode User-Based Collaborative Filtering Berbasis Web dan J2ME

SIGIT NUGROHO, NIM. 08650042 (2012) Sistem Rekomendasi Pencarian Buku dengan Metode User-Based Collaborative Filtering Berbasis Web dan J2ME. Skripsi thesis, UIN SUNAN KALIJAGA.

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Abstract

Generally a library has Book Searching System, book searching is both based on title, author, publisher and item (book as subject). But, many searching results displayed by system, sometimes make users (library members) difficult to choose book in accordance with the profile. So, it needs a system that capable to provide recommendation in the process of book searching. This research describes a recommendation system in book searching using User-Based Collaborative Filtering method. This method based on a similarity amongst one member to another based on borrowing pattern that categorized by item. Programming Language that used is PHP and J2ME using MySQL database. This research is case study that took place in Perpustakaan Kota Yogyakarta (Yogyakarta City Library). This system will display recommendation results of book searching by rating order from the highest to the lowest. This system gives solution about book title to users in accordance with the profile. The testing result stated that 99,11% of users said that the system is feasible to use. So, User-Based with Item- Based Collaborative filtering method can be used in the next development. Keywords: Recommendation System, User-Based Collaborative Filtering, book title, borrowing pattern, rating.

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