Proceedings of the 2023 2nd International Conference on Social Sciences and Humanities and Arts (SSHA 2023)

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Topic Analysis on User Generated Comments of Chinese Mainland Films

Authors
Anyuan Zhong1, *, Ruiyu Qiu2
1Shandong Jiaotong University, Weihai, China
2The Second Municipal Hospital of Weihai, Weihai, China
*Corresponding author. Email: 223013@sdjtu.edu.cn
Corresponding Author
Anyuan Zhong
Available Online 11 July 2023.
DOI
10.2991/978-2-38476-062-6_48How to use a DOI?
Keywords
film analysis; topic mining; hierarchical clustering; word2vec
Abstract

Online film commentary, which is an important channel for movie fans to express their opinions and emotions, is extremely useful for movie research. In this study, we used topic mining on Douban movie comments to examine 12 popular Chinese mainland films. To provide this, we:1) construct movie comments corpus though web crawling and scraping;2) identify 12 movie topics by word2vec and hierarchical clustering;3) calculate the involved topics of each comment from 12 popular Chinese mainland films;4) evaluate the degree of popularity and praise of each topic of the 12 films. In the result, we give a brief analysis of 12 film topics and choose four of the most essential movie topics: plot, actor, character, and atmosphere, and conduct a visual movie-topic analysis based on two factors: popularity and praise.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2023 2nd International Conference on Social Sciences and Humanities and Arts (SSHA 2023)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
11 July 2023
ISBN
978-2-38476-062-6
ISSN
2352-5398
DOI
10.2991/978-2-38476-062-6_48How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Anyuan Zhong
AU  - Ruiyu Qiu
PY  - 2023
DA  - 2023/07/11
TI  - Topic Analysis on User Generated Comments of Chinese Mainland Films
BT  - Proceedings of the 2023 2nd International Conference on Social Sciences and Humanities and Arts (SSHA 2023)
PB  - Atlantis Press
SP  - 379
EP  - 386
SN  - 2352-5398
UR  - https://doi.org/10.2991/978-2-38476-062-6_48
DO  - 10.2991/978-2-38476-062-6_48
ID  - Zhong2023
ER  -