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Computational Models for the Evolution of World Cuisines

机译:世界美食的演化计算模型

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Cooking is a unique endeavor that forms the core of our cultural identity. Culinary systems across the world have evolved over a period of time in the backdrop of complex interplay of diverse sociocultural factors including geographic, climatic and genetic influences. Data-driven investigations can offer interesting insights into the structural and organizational principles of cuisines. Herein, we use a comprehensive repertoire of 158544 recipes from 25 geo-cultural regions across the world to investigate the statistical patterns in combinations of ingredients and their categories. Further, we develop computational models for the evolution of cuisines. Our analysis reveals copy-mutation as a plausible mechanism of culinary evolution. As the world copes with the challenges of diet-linked disorders, knowledge of the key determinants of culinary evolution can drive the creation of novel recipe generation algorithms aimed at dietary interventions for better nutrition and health.
机译:烹饪是一种独特的努力,形成了我们的文化身份的核心。世界各地的烹饪系统在多种社会文化因素的复杂相互作用背景下发展了一段时间,包括地理,气候和遗传影响。数据驱动的调查可以为您的美食结构和组织原则提供有趣的见解。在此,我们使用来自世界各地的25个地质文化区域的158544个食谱的全面曲目来调查成分和类别组合中的统计模式。此外,我们开发了美食的演变的计算模型。我们的分析显示了复制突变作为烹饪演变的合理机制。作为世界与饮食相关疾病的挑战,了解烹饪演化的关键决定因素可以推动创建针对饮食干预的新型食谱生成算法,以便更好地营养和健康。

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