Structure of Basic Human Values in Russian Social Media

The study created a multi-stage system to detect basic human values in noisy Russian social media data. The framework filters spam, identifies value posts, and then classifies ten Schwartz values. The model generally matched human judgments but showed a systematic overestimation of the Openness to Change value domain.

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