Research on emotion classification technology of movie reviews based on topic attention mechanism and dual channel long short term memory.

ABSTRACT: In recent years, with the popularity of the Internet, more and more people like to comment on movies they have watched on the film platform after watching them. These reviews hide the reviewers' feedback on films. Mining the emotional orientation information in these reviews can provide consumers with shopping references and help businesses optimize film works and improve business strategies. Therefore, the emotional classification of film reviews has high research value because few emotion dictionaries and analysis tools are available for reference and use in film reviews. The accuracy of emotion classification still needs to be improved. This study introduces the attention mechanism and dual channel long short term memory (DC-LSTM) while building the emotion dictionary in the field of Ch

SUBMITTER: Wang Y 

PROVIDER: S-EPMC10280550 | biostudies-literature | 2023

REPOSITORIES: biostudies-literature