WebbSuicide risk factors and emotional distress parameters were measured through specific scales. Simplified Chinese-Linguistic Inquiry and Word Count (SC-LIWC) categories were fitted. People with higher suicide risk presented higher use of pronouns, prepend and multifunction words, greater total word count, and lower use of verbs. Webb8 maj 2024 · Suicide has become a serious problem, and how to prevent suicide has become a very important research topic. Social media provides an ideal platform for monitoring suicidal ideation. This paper presents an integrated model for multidimensional information fusion. By integrating the best classification models determined by single …
Developing Simplified Chinese Psychological Linguistic Analysis
Webb14 apr. 2024 · Do, K. V. Nguyen, N. T.-L. Nguyen, A simple and efficient ensemble classifier combining multiple neural network models on social media datasets in Vietnamese, in: Proceedings of the 34th Pacific ... Webb20 juni 2016 · Evaluating the Validity of Simplified Chinese Version of LIWC in Detecting Psychological Expressions in Short Texts on Social Network Services. The increasing … fracking video process
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WebbData of 1,039 users were collected. First, Weibo users were invited to fill the anxiety self-assessment scale. All original text data ever published by the users were collected. Second, the Simplified Chinese-Linguistic Inquiry and Word Count (SC-LIWC) were extracted for feature selection and model training. Webb29 okt. 2013 · The simplified Chinese version LIWC (SCLIWC) (41, 42) was adopted in this study, which has been proved valid to analyze the linguistic features on Sina Weibo, and … Webbelectronics Article Machine Learning Algorithms for Depression: Diagnosis, Insights, and Research Directions Shumaila Aleem 1 , Noor ul Huda 1 , Rashid Amin 1, * , Samina Khalid 2 , Sultan S. Alshamrani 3 and Abdullah Alshehri 4 1 Department of Computer Science, University of Engineering and Technology, Taxila 47080, Pakistan; … fracking universe byos how to edit ships