(Similarity) Post Pandemic Public Acceptance Map Toward Ijen Geopark Using Aspect Based Sentiment Analysis Technique

Rintyarna, Bagus Setya (2022) (Similarity) Post Pandemic Public Acceptance Map Toward Ijen Geopark Using Aspect Based Sentiment Analysis Technique. Proceeding Series.

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Abstract

Tourism is one of the sectors that has been seriously hit by the impact of the Covid-19 pandemicindicated by the sharp decrease in the number ofboth domestic and foreign tourists visit. The decrease has also been experienced by the popular tourist destination located in the border of Bondowoso andBanyuwangi Regency namely Ijen Geopark. Since the tourism sector has shown a significant roleas a driver of economic activity, the aim of this work is to build public acceptance map toward Ijen Geopark as the government reduce the limitation of the prohibition policy to handle the spread of Covid-19. Sentiment analysis is adopted to build the public acceptance map by using TripAdvisor dataset. To gain a finegrained,results we extent the technique using our proposed aspect-based sentiment analysis making use cosine similarity algorithmand several keywords.Usingseveral keywords and cosine similarity algorithm, we succesfully extract aspect of the topic. Employing Naïve Bayes, we then labeled the sentiment orientationof the associated aspect extracted from sentence. During 2022, we highlight the fact that most tourist positively accept Ijen Geopark. Some parts that need to be evaluated by the decision maker and related party is Sulfur Mining and the cost since both aspect received more negative comment compared to the positive ones

Item Type:	Peer Review
Uncontrolled Keywords:	Ijen Geopark; Public Acceptance; Sentiment Analysis
Subjects:	600 Technology and Applied Science > 620 Engineering
Divisions:	Faculty of Engineering > Department of Electronics Engineering (S1)
Depositing User:	Bagus Setya Rintyarna
Date Deposited:	23 Dec 2022 01:50
Last Modified:	23 Dec 2022 01:50
URI:	http://repository.unmuhjember.ac.id/id/eprint/15700

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