REN Xingze, TANG Shen, HOU Mutian, FENG Mingyi, LU Qi, RAN Liwen
Download PDF
(
)
Knowledge map
 
Save
Objective: To explore the emotional orientation and corresponding focus areas of young people on the topic of marriage and love.
Methods: A combination of Latent Dirichlet Allocation (LDA) topic model and sentiment analysis was used to study and summarize the content related to marriage and love topics on Zhihu platform.
Results: A corpus of marriage and love topics on Zhihu was established, consisting of 2 974 entries spanning from April 2018 to June 2022. The findings are as follows: (1) High-frequency words in marriage and love topics include children, parents, divorce, betrayal, breakup, dating, confession, work, study, emotions, and so on. (2) The positive sentiment values of marriage and love topics are significantly higher than the negative sentiment values. However, there is a considerable presence of negative emotions such as anxiety, fear, and sadness. (3) Positive themes in marriage and love topics include marriage reality, romantic relationship psychology, chatting and dating, mate selection, and beautiful stories. Negative themes include marriage pressure, negative experiences, negative news, and conflicts between mother-in-law and daughter-in-law.
Conclusion: Young people exhibit positive expectations and responses towards marriage and love topics, but the negative emotions exhibited in certain topics also need to be acknowledged and understood.