Abstract
The development of tourism sector in the region will deliver benefits for local community including the increase sales level, more job openings, the increase in the ability of people to learn foreign languages, encouragement to repair facilities and infrastructure; but on the other hand, it have negative impacts on local residents like congestion, pollution, noise, and rise in criminal cases. Yogyakarta, as a tourism destination, faces the same problem. The tourism growth in that place makes raise the pros and cons among the community. Some people are more pleased with increasing number of tourist arrivals to their area because it gives the direct impact on their economic development, but other people show their objection to its negative impact, especially the traffic. Therefore, a study in Yogyakarta, Indonesia, was conducted to identify and analyze the residents’ perception as the variable considered for the local government to arrange the policy toward tourism development. A total of 180 completed questionnaires were obtained from 200 respondents approached. The respondents were drawn from different walks of life by considering various aspects such as age, occupation, distance between home and the nearest tourism object, income, origin. Non-hierarchy clustering method—k-means cluster—is used to analyze and identify the respondents’ perceptions of the tourism growth. From the calculation using SPSS 16, it is found that there are three clusters formed based on eight variables: positive residents (47%)—people who are delighted and enjoying the tourism environment; negative residents (21%)—people who do not like the tourism, especially for its impact on traffic; and opportunist residents (32%)—people agree that tourism causes traffic, but they are not care about that because they get benefit impact from tourism activities for their income. In conclusion, from the data clustering, it is informed that the growth of the tourism in Yogyakarta has provided more benefits than costs to the residents.
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Dinardani Ratrisari, Hadi Wahyono, 2012, Kontribusi Obyek Wisata Di Kota Yogyakarta Terhadap Pendapatan Asli Daerah (PAD), Jurnal Tata Loka; Volume 5; Nomor 1, Universitas Diponegoro, Semarang.
Sumbarja Bagus, 2011, Sektor Pariwisata Sumbang 38% PAD Kota Yogyakarta acibanget.blogspot.com, accesed on 7 Juli 2013
Sharma Bishnu, Dyer Pam, 2012, A Longitudinal Study of The Residents’ Perceptions of Tourism Using Data from The Sunshine Coast Asutralia, PASOS, Vol 10 No 2 p. 37–46, Australia.
Cengiz Bulent, 2012, Local Residents’ Perceptions of and Attitudes Toward Sustainable Tourism Planning and Management in Amasra (Turkey), Landcape Planning, ISBN 978-953-51-0654-8.In Tech Publisher
Chohen E, 1984, The Sociology of Tourism: Approaches, Issues, and Findings, Annual Review of Sociology, Vol. 10: 373–392 (Volume publication date August 1984)
Türker Nuray, Öztürk Sevgi, 2013, Perceptions Of Residents Towards The Impacts Of Tourism In The Küre Mountains National Park, Turkey1, International Journal Of Business And Social Science, Vol. 4 No. 2; February 2013, P.45–56
Azizan Marzuki, 2012, Lokal residents’ perceptions towards economic impacts of tourism, development in Phuket,, Tourism Original Scientific Paper, Vol 60 No 2 p 199–212.
Chan S Sandy, 2011, Residents’ Perceptions of the Impact of Major Annual Tourism Events in Macao: Cluster Analysis, Journal of Convention & Event Tourism, 12:106–128.
Yedla Madhu, Pathakota Rao Srinivasa, Srinivasa T M, 2010, Enhancing K-means Clustering Algorithm with Improved Initial Center, International Journal of Computer Science and Information Technologies, Vol. 1 (2), p 121–125
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Harwati (2017). Clustering Residents Based on Perceptions Toward Tourism Growth in Yogyakarta, Indonesia. In: Taufik, T., et al. ICoSI 2014. Springer, Singapore. https://doi.org/10.1007/978-981-287-661-4_16
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DOI: https://doi.org/10.1007/978-981-287-661-4_16
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