Recommendation System for the Improvement of E-Government Services in the Tourism Sector of Pontianak City

Ilhamsyah, Syahru Rahmayudha, Izhan Fakhruzi, Ferdy Febrianto, Ahmad Cahyono Adi, Veri Gunawan
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Abstract

Complete e-government tourism information and services in one portal will make users get abundant information, so that users are confused in determining the right information particularly accommodation information for themselves when travelling. Therefore, a recommendation system is needed to assist users in filtering the abundant accommodation information and deciding what accommodation is needed. The recommendation system with the content-based filtering method provides good accommodation recommendations because it does not depend on other users, but by providing relevant recommendations by extracting content features so that new users can get the right recommendations. The test results showed that the recommendation system using the content-based filtering method has successfully provided accommodation recommendations for users appropriately with an average accuracy of 76.67%.
改善Pontianak市旅游部门电子政务服务的推荐系统
完整的电子政务旅游信息和服务集中在一个门户网站上,会让用户获得丰富的信息,让用户在旅游时难以确定适合自己的信息,尤其是住宿信息。因此,需要一个推荐系统来帮助用户过滤大量的住宿信息,决定需要什么样的住宿。基于内容过滤方法的推荐系统不依赖于其他用户,而是通过提取内容特征提供相关推荐,使新用户能够得到正确的推荐,从而提供了良好的住宿推荐。测试结果表明,采用基于内容的过滤方法的推荐系统成功地为用户提供了合适的住宿推荐,平均准确率为76.67%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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