CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12943 > Article
Paper
8 December 2023 Bilingual short texts incorporating emojis sentiment calculation
Tao Yang, Ziyu Liu, Hongli Deng, Xiaomei Tang
Author Affiliations +
Proceedings Volume 12943, International Workshop on Signal Processing and Machine Learning (WSPML 2023); 1294304 (2023) https://doi.org/10.1117/12.3012933
Event: International Workshop on Signal Processing and Machine Learning (WSPML 2023), 2023, Hangzhou, ZJ, China
Abstract
The text posted by users often consists of a mixture of Chinese, English, and emojis, rather than a single language corpus. However, traditional sentiment analysis models have not effectively solved the problem of sentiment calculation in bilingual text with emojis, or even the problem of sentiment fluctuations between different modules. In response to these issues, this paper proposes a centrifugal fusion method to accomplish sentiment fusion of mixed-language phrases, and a centrifugal factor to address sentiment fluctuation in bilingual short text incorporating emojis. The bilingual sentiment analysis experiment, incorporating emojis into the Weibo dataset, yielded promising results.
(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Tao Yang, Ziyu Liu, Hongli Deng, and Xiaomei Tang "Bilingual short texts incorporating emojis sentiment calculation", Proc. SPIE 12943, International Workshop on Signal Processing and Machine Learning (WSPML 2023), 1294304 (8 December 2023); https://doi.org/10.1117/12.3012933
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 5 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Emotion
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top