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The article systematically summarizes the research achievements in the content and methods of rural tourism innovation at home and abroad from the perspectives of innovation influencing factors, innovation mechanisms, innovation modes, innovation paths, innovation evaluation models, as well as qualitative and quantitative methods such as field investigation, field testing, and numerical analysis. Prospects were made for the further improvement of the deconstruction and reconstruction of the influencing factors of rural tourism innovation, the innovation mode and improvement path of rural tourism, the comprehensive integration of mechanisms and research methods to assist in rural poverty reduction and rural community recovery. [ABSTRACT FROM AUTHOR]