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Authors: Faisal Akbar 1 ; 2 ;  Hadiyanto 1 and Catur Edi Widodo 1

Affiliations: 1 Doctoral Program of Information System, School of Postgraduate Studies, Diponegoro University, Semarang, Indonesia ; 2 Department of Informatics Engineering, Sekolah Tinggi Ilmu Komputer Poltek Cirebon, Indonesia

Keyword(s): Sentiment Analysis, Lexicon Based Method, Keraton Kasepuhan Cirebon.

Abstract: Sentiment analysis is needed to find out a person’s opinion of a particular object, by identifying the sentiments expressed by that person, then classifying the polarity value. One method for conducting sentiment analysis is Lexicon Based. In this study, it aims to carry out sentiment analysis by implementing the Lexicon Based method so that it can analyze the polarity of tourist perceptions of tourism at the Kasepuhan Palace in Cirebon. The dataset collected through Google Maps Reviews is sorted based on the most recent responses or comments. The dataset is 1117 scraped data using Python. Then the data is compressed to be processed so that it becomes 501 data that can be used. The library used is Sastrawi as the data dictionary. Based on the results of sentiment analysis, information was obtained that around 70% gave positive responses, then around 20% gave neutral responses, while the remaining around 10% gave negative responses to tourism at the Kasepuhan Palace, Cirebon.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Akbar, F.; Hadiyanto. and Widodo, C. (2024). Sentiment Analysis of Data on Google Maps Reviews Regarding Tourism on Keraton Kasepuhan Cirebon Using the Lexicon Based Method. In Proceedings of the 3rd International Conference on Advanced Information Scientific Development - ICAISD; ISBN 978-989-758-678-1, SciTePress, pages 19-24. DOI: 10.5220/0012440100003848

@conference{icaisd24,
author={Faisal Akbar. and Hadiyanto. and Catur Edi Widodo.},
title={Sentiment Analysis of Data on Google Maps Reviews Regarding Tourism on Keraton Kasepuhan Cirebon Using the Lexicon Based Method},
booktitle={Proceedings of the 3rd International Conference on Advanced Information Scientific Development - ICAISD},
year={2024},
pages={19-24},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012440100003848},
isbn={978-989-758-678-1},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Advanced Information Scientific Development - ICAISD
TI - Sentiment Analysis of Data on Google Maps Reviews Regarding Tourism on Keraton Kasepuhan Cirebon Using the Lexicon Based Method
SN - 978-989-758-678-1
AU - Akbar, F.
AU - Hadiyanto.
AU - Widodo, C.
PY - 2024
SP - 19
EP - 24
DO - 10.5220/0012440100003848
PB - SciTePress

- Science and Technology Publications, Lda.
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