Knowledge Discovery And Virtual Tour To Support Tourism Promotion

Gusti Ngurah Mega Nata; Steven Anthony; Putu Pande Yudiastra

doi:10.34306/itsdi.v2i2.387

Authors

Gusti Ngurah Mega Nata ITB STIKOM Kota Denpasar Bali
Steven Anthony ITB STIKOM Kota Denpasar, Bali
Putu Pande Yudiastra ITB STIKOM Kota Denpasar, Bali

DOI:

https://doi.org/10.34306/itsdi.v2i2.387

Keywords:

Knowledge Discovery, Data Mining, Association Rule Mining, Apriori, Virtual Tour

Abstract

Planning a tourism trip is an important part for tourists so that their tour is satisfying. Service bureaus that have a function to help provide information and prepare tourist travel plans for tourists often provide random destination choices because they do not know the pattern of selecting tourist destinations. This will be detrimental to tourists when service bureaus make wrong tourism travel plans. Tourists also often find it difficult to determine which tourist destination to go to because they do not know the environmental conditions in tourist destinations. To overcome this problem, in this study, knowledge discovery and virtual tours are carried out to increase the promotion of tourism. Knowledge discovery is finding information or knowledge. Knowledge discovery uses data mining techniques to perform data analysis and find patterns. The data mining model that can be used is the frequent pattern by looking for Association Rule Mining from the data. Virtual tour is a technique that can provide 360 ??+ 180 degree images. The virtual tour will be able to show the overall environmental conditions at the tourist destination. The results that have been obtained are in the form of a quick recommendation of tourist attractions in accordance with the country of origin of tourists based on the Association rule mining values. The virtual tour has presented a 360 degree panoramic photo view to inform the environment situation in the place commented by the system.

Downloads

Download data is not yet available.

References

TAP Nomor : IV/MPR/1978 Tentang Garis - Garis Besar Haluan Negara.

Imam Ahmad Adhi. Maria Goretti Wi Endang NP. Pravissi Shanti. Pengaruh Faktor Psikologis Terhadap Keputusan Berkunjung (Survei Pada Pengunjung Batu Secret Zoo Jawa Timur Park 2). 2016; Vol. 30 No.1 (Jurnal Administrasi Bisnis) : Halaman. 36.

Ni Made Ary Widiastini. Nyoman Dini Andiani. Trianasari. Strategi Pemasaran Pariwisata Di Kabupaten Buleleng, Bali. 2012; Vol. 1, No. 1 (Jurnal Ilmu Sosial dan Humaniora) : Halaman. 11.

NATA, I. Gusti Ngurah Mega. Aplikasi Virtual Tour Guide Sebagai Promosi Pariwisata Bali. Jurnal Sistem dan Informatika, 2017, 11.2:129987.

SAPTAWATI, Gusti Ayu Putri; NATA, Gusti Ngurah Mega. Knowledge discovery on drilling data to predict potential gold deposit. In: 2015 International Conference on Data and Software Engineering (ICoDSE). IEEE, 2015. p. 143-147.

NATA, Gusti Ngurah Mega. Association Rule Mining Pada Data Geokimia Pemboran. Eksplora Informatika, 2016, 5.2.

Kennedi Tampubolon, Hoga Saragih, Bobby Reza. Implementasi Data Mining Algoritma Apriori Pada Sistem Persediaan Alat – Alat Kesehatan. 2013. Vol 1, No. 1 (Informasi dan Teknologi Ilmiah) : Halaman. 95-99.

Hera Wulanratu Wulur, Steven Sentinuwo, Brave Sugiarso. Aplikasi Virtual Tour Tempat Wisata Alam Di Sulawesi Utara. 2015. Volume 6, No. 1 (E-Journal Teknik Informatika) : Halaman. 1-2.

Annisa Paramitha Fadillah. Penerapan Metode CRISP-DM untuk Prediksi Kelulusan Studi Mahasiswa Menempuh Mata Kuliah (Studi Kasus Universitas XYZ). 2015. Volume 1, No. 3 (Jurnal Teknik Informatika dan Sistem Informasi) : Halaman. 261 -262

Agrawal, Rakesh. Srikant, Ramakrishnan. Fast Algorithm For Mining Association Rules. 1994. Proceedings of the 20th VLDB Conference Santiago.

Febriyanto, E., Naufal, R. S., & budiarty, frizca. (2019). Attitude Competency Assessment in the 2013 curriculum based on elementary school Prototyping methods. IAIC Transactions on Sustainable Digital Innovation (ITSDI), 1(1), 87-96. https://doi.org/10.34306/itsdi.v1i1.6

Sunarya, P. A., Aini, Q., Bein, A. S., & Nursaputri, P. (2019). The Implementation Of Viewboard Of The Head Of Department As A Media For Student Information Is Worth Doing Final Research. ITSDI Journal Edition Vol. 1 No. 1 October 2019, 18.

Febriyanto, E., & Naufal, R. S. (2019). Attitude Competency Assessment in the 2013 Curriculum Based On Elementary School Prototyping Methods. IAIC Transactions on Sustainable Digital Innovation, 1(1), 87-96.

Yusup, M., Aini, Q., Apriani, D., & Nursaputri, P. (2019, December). PEMANFAATAN TEKNOLOGI BLOCKCHAIN PADA PROGRAM SERTIFIKASI DOSEN. In SENSITIf: Seminar Nasional Sistem Informasi dan Teknologi Informasi (pp. 365-371)

Neelima, E., & Babu, M. P. (2020). Genome feature optimization and coronary artery disease prediction using cuckoo search. Computer Science and Information Technologies, 1(3), 106-115.

Ilamsyah, I., Wulandari, R., & Fahreza, R. R. (2020). Web Design Visual Comic Communication As A Visual Based Learning Media. IAIC Transactions on Sustainable Digital Innovation (ITSDI), 2(1), 1-10. https://doi.org/10.34306/itsdi.v2i1.22