Research on the Evaluation of Island Tourism Experience Based on LDA Model and Text Mining: Taking 1300 Tourist Reviews as an Example

In this paper, 1300 tourist reviews from Ctrip.com are selected with the help of Python, and then text mining-related techniques are used to analyze the island tourism experience. The analysis shows that natural scenery, cultural experience, seafood quality, and accommodation cost-effective harvest more praise, while transport services, catering price transparency, and service quality need to be further improved. Based on the above, a series of suggestions on traffic, catering, accommodation, and cultural resources are proposed to support the optimization of scenic spots at the data level.

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Publication Details

Journal
Lecture Notes in Education Arts Management and Social Science
Published
2025-03-26
DOI
https://doi.org/10.18063/lne.v3i2.754
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on the Evaluation of Island Tourism Experience Based on LDA Model and Text Mining: Taking 1300 Tourist Reviews as an Example

Weiming Yang
Lecture Notes in Education Arts Management and Social Science
Digital Marketing and Social Media
article

Research on the Evaluation of Island Tourism Experience Based on LDA Model and Text Mining: Taking 1300 Tourist Reviews as an Example

Weiming Yang
article en

Abstract

In this paper, 1300 tourist reviews from Ctrip.com are selected with the help of Python, and then text mining-related techniques are used to analyze the island tourism experience. The analysis shows that natural scenery, cultural experience, seafood quality, and accommodation cost-effective harvest more praise, while transport services, catering price transparency, and service quality need to be further improved. Based on the above, a series of suggestions on traffic, catering, accommodation, and cultural resources are proposed to support the optimization of scenic spots at the data level.

Lecture Notes in Education Arts Management and Social ScienceVol. 3(2)
Belarusian State University (BY)
Decent work and economic growth
Openalex Percentile: Top 81%
Digital Marketing and Social Media
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