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All Journal JoDENS: Journal of Digital Ecosystem for Natural Sustainability
Hadi Susanto
Universitas Universal
Computer Science & IT Decision Sciences, Operations Research & Management

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Rancang Bangun Website Tour Guide Pintar Berbasis Lokasi dengan Rekomendasi Tempat Otomatis di Batam. Hadi Susanto; Eka Lia Febrianti
Journal of Digital Ecosystem for Natural Sustainability Vol 6 No 1 (2026): Juli 2026
Publisher : Fakultas Komputer - Universitas Universal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63643/jodens.v6i1.383

Abstract

Tourism in Batam City is growing rapidly, yet independent travelers still face difficulties in obtaining accurate, affordable, and efficient destination information. This study aims to design and develop a location based smart tour guide website equipped with an automatic travel recommendation feature using the Content Based Filtering algorithm and geographic zone clustering based on subdistricts in Batam. The system was developed using the Waterfall method with PHP native and MySQL technology, integrated with the Google API for precise location mapping. The system generates daily itinerary recommendations automatically based on tourism category preferences entered by the user, taking into account geographic efficiency between sub-districts. Testing results involving 52 respondents showed that 59,6% were very satisfied and 30,8% satisfied with the overall appearance of the website.
Co-Authors Febrianti, Eka Lia