English translation of the Japanese original published at https://doi.org/10.5281/zenodo.19514944 Each of the twelve zodiac signs in Western astrology is associated with a distinct set of personality traits. However, traditional classification systems based on the four elements, modalities, and polarities have been insufficient for systematically describing the internal coherence and interrelationships among these traits. This study proposes a two-dimensional framework combining the astrological cosmological concepts of Microcosmos (inner self) and Macrocosmos (outer self) with the cognitive linguistic framework of 5W1H (Who, What, When, Where, Why, How). We tested whether the personality traits of each sign can be systematically derived from this framework. A total of 330 tokens were extracted from Japanese Wikipedia "Western Astrology" (Corpus A, N=104) and GaneshaSpeaks (Corpus B, N=226) and labeled according to the proposed framework. Results showed that 97.3% (321/330) of the tokens could be derived from the assigned coordinates directly or through one-step inference. These findings suggest that the 5W1H × Micro/Macro framework can function as a unified explanatory framework for describing the personality traits of the twelve zodiac signs.
Yuhki Kizuki (Wed,) studied this question.
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