Pemanfaatan MetodeItemBased Collaborative Filtering Untuk Rekomendasi Wisata Di Kabupaten Malang

Authors

  • Mufidatul Islamiyah -
  • Puji Subekti STMIK ASIA MALANG
  • Titania Dwi Andini STMIK ASIA MALANG

DOI:

https://doi.org/10.32815/jitika.v13i2.70

Keywords:

tourist, recommendations system, item based collaborative filtering

Abstract

Tourist information in Malang district has not been widely spread on the internet, making it difficult for tourists to determine tourist destination in Malang district that will be visited. Therefore, this recommendation system was built to provide information about tourism in Malang district using the item based collaborative filtering method. The item based collaborative filtering method has the advantage of being able to increase the accuracy of the resulting object recommendations. Results from the questionnaire test that has been done, it is obtained that the tourism recommendation system is useful with the benefit level reaching 86.35% and in the item based collaborative filtering method test using the manual method in Excel and in the system produces the same predictive value namely prediction 1 with a value of 3.562, prediction 2 with a value of 3.287, and prediction 3 with a value of 1.896.

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References

Mahendra Dicky Yohanes. Sistem Rekomendasi Objek Wisata Yokyakarta Dengan Pendekatan Item – Based Collaborative Filtering. Universitas Sanata Dharma. Yokyakarta. 2018.
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Wahyo tri bambang dan anggriawan widya angga. System rekomendasi wisata se-malang raya menggunakan metode hybrid content based dan collaborative. Jurnal system informasi STMIK Asia Malang. 2015.
Mustofa Rizaku Agus. Sistem Rekomendasi Wisata Di Kediri Menggunakan Metode Item Based Collaborative Filtering.Tugas Akhir Sekolah Tinggi Manajemen Informatika Dan Komputer Asia. Malang. 2018.
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Published

10-10-2019

How to Cite

Islamiyah, M., Subekti, P., & Andini, T. D. (2019). Pemanfaatan MetodeItemBased Collaborative Filtering Untuk Rekomendasi Wisata Di Kabupaten Malang. Jurnal Ilmiah Teknologi Informasi Asia, 13(2), 143–150. https://doi.org/10.32815/jitika.v13i2.70

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