Knowledge graphs are increasingly pivotal in solving complex problems across industries, offering structured and intuitive approaches to data analysis, visualization, and decision-making.

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Probabilistic graphs and uncertain data analysis represent a rapidly evolving research domain that seeks to reconcile the inherent imprecision of real-world data with robust computational models ...