Developing ML models for complex systems in natural and social sciences
She/her | 🇷🇺/🇮🇱
Publications: https://doi.org/10.5281/zenodo.17378184
Elena Avraham
@elenaav
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Mathematician | Researcher in numerical methods & genomic prediction & computational hermeneutics & philosophy of science
Developing ML models for complex systems in natural and social sciences
She/her | 🇷🇺/🇮🇱
Publications: https://doi.org/10.5281/zenodo.17378184
Developing ML models for complex systems in natural and social sciences
She/her | 🇷🇺/🇮🇱
Publications: https://doi.org/10.5281/zenodo.17378184
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📘 New preprint
“Semantic Analysis in the Context of Jewish Theology and the Symbolism of the Kabbalistic Treatise Sefer Yetzirah”
DOI: https://doi.org/10.5281/zenodo.17378184
This study develops a formal methodology for semantic analysis based on the symbolic system of Sefer Yetzirah — interpreting the sefirot and Hebrew letters as a conceptual network.
#DigitalHumanities
#ComputationalHermeneutics #Kabbalah #JewishStudies #SemanticAnalysis #Judaism #GraphTheory #linguistics
Semantic Analysis in the Context of Jewish Theology and the Symbolism of the Kabbalistic Treatise Sefer Yetzirah
This study is devoted to the development and application of a methodology for semantic text analysis based on the philosophical structure of the ancient Hebrew kabbalistic treatise Sefer Yetzirah. The focus of the research is the symbolic system of the sefirot and the Hebrew letters, interpreted as a conceptual model rooted in the Near Eastern religious-philosophical tradition. A formal methodology is proposed in the form of a directed graph, where the vertices correspond to the sefirot, and the edges represent the letter-based interactions described in Sefer Yetzirah. The application of spectral analysis to this graph enables the identification and interpretation of key semantic fields and meaning dominants within the structure of the text. As a demonstration of the approach, the method is applied to the analysis of a psalm from the Tehillim corpus. The study highlights the potential of the kabbalistic model as a universal hermeneutic tool within the framework of semantic analysis. **Code availability:** The complete source code for reproducing this analysis is available at: https://github.com/electricmechanism/sefer-yetzirah-kabbalah-semantic-analysis