Sentiment Analysis of Data on Google Maps Reviews Regarding Tourism on Keraton Kasepuhan Cirebon Using the Lexicon Based Method

Faisal Akbar, Faisal Akbar, Hadiyanto, Catur Edi Widodo

2023

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.

Paper Citation

in Harvard Style

Akbar F., Hadiyanto. and Widodo C. (2023). 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 - Volume 1: ICAISD; ISBN 978-989-758-678-1, SciTePress, pages 19-24. DOI: 10.5220/0012440100003848

in Bibtex Style

@conference{icaisd23,
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 - Volume 1: ICAISD},
year={2023},
pages={19-24},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012440100003848},
isbn={978-989-758-678-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Advanced Information Scientific Development - Volume 1: 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 - 2023
SP - 19
EP - 24
DO - 10.5220/0012440100003848
PB - SciTePress