A Study on Internet Annotation Analysis System Using Opinion Mining

Yen Tae Jeong, Byung Hoon Jeon

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper proposes a big data sentiment analysis method and deep learning implementation method to provide a webtoon comment analysis web page for convenient comment confirmation and feedback of webtoon writers for the development of the cartoon industry in the video animation field. In order to solve the difficulty of automatic analysis due to the nature of Internet comments and provide various sentiment analysis information, long short-term memory (LSTM) algorithm, ranking algorithm, and word2vec algorithm are applied in parallel, and actual popular works are used to verify the validity. If the analysis method of this paper is used, it is easy to expand to other domestic and overseas platforms, and it is expected that it can be used in various video animation content fields, not limited to the webtoon field.

Original languageEnglish
Title of host publicationAdvances in Computer Science and Ubiquitous Computing - Proceedings of CUTE-CSA 2022
EditorsJi Su Park, Laurence T. Yang, Yi Pan, Yi Pan, Jong Hyuk Park
PublisherSpringer Science and Business Media Deutschland GmbH
Pages409-413
Number of pages5
ISBN (Print)9789819912513
DOIs
StatePublished - 2023
Event14th International Conference on Computer Science and its Applications, CSA 2022 and the 16th KIPS International Conference on Ubiquitous Information Technologies and Applications, CUTE 2022 - Vientiane, Lao People's Democratic Republic
Duration: 19 Dec 202221 Dec 2022

Publication series

NameLecture Notes in Electrical Engineering
Volume1028 LNEE
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference14th International Conference on Computer Science and its Applications, CSA 2022 and the 16th KIPS International Conference on Ubiquitous Information Technologies and Applications, CUTE 2022
Country/TerritoryLao People's Democratic Republic
CityVientiane
Period19/12/2221/12/22

Keywords

  • AI
  • Comment analysis
  • Deep learning
  • LSTM algorithm
  • Sentiment analysis
  • Video animation
  • Webtoon

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