The invention relates to a human-computer interaction full-process intelligent plane design method, which comprises the following steps: firstly, on the basis of alignment, repetition, superposition and proximity principles, quantifying the relationship between design elements, constructing a structured aesthetic
perception graph, and converting a complex design mode into a computable
data model; secondly, performing pattern mining on the AG through a clustering
algorithm, integrating multi-source
design data to construct an aggregation
knowledge graph, fusing explicit
layout rules and potential cross-graph association, and providing a reference framework for diversified design; a self-constraint random walk strategy is put forward, design content is dynamically expanded according to
user input, an expansion boundary is adaptively controlled through similarity scores, and content reasonability is ensured; and finally, designing an aesthetic
perception layout generator to realize accurate mapping from the element sequence to the high-quality
layout. According to the method, the limitation of traditional
template design is broken through, a non-professional user is supported to quickly generate a design scheme with aesthetic specifications and individuation through a small amount of input, the design threshold is remarkably reduced, and the efficiency is improved.