Spatial Dynamics Behavioral Analysis of Motivational Operations Using Weighted Voronoi Diagrams

TL;DR

This study introduces a novel method using weighted Voronoi diagrams to analyze and visualize spatial behavioral patterns under different motivational conditions, providing detailed insights into how subjects allocate their time across space.

Contribution

The paper presents a new application of weighted Voronoi diagrams for mapping and analyzing spatial behavior patterns influenced by motivational operations in experimental settings.

Findings

Weighted Voronoi diagrams clearly delineate behavioral interest areas.

Spatial patterns vary significantly under different motivational conditions.

The method enables dynamic analysis of behavioral evolution over sessions.

Abstract

This paper presents a novel approach to the analysis of spatial behavior distribution, utilizing weighted Voronoi diagrams. The objective is to map and understand how an experimental subject moves and spends time in various areas of a given space, thus identifying the areas of greatest behavioral interest. The technique entails the partitioning of the space into a grid, the designation of generator points, and the assignment of weights based on the time the subject spends in each region. The data analyzed were derived from multiple experimental sessions in which subjects were exposed to various conditions, including food deprivation, water deprivation, and combined deprivation and no deprivation. The aforementioned conditions resulted in the formation of clearly delineated spatial patterns. Weighted Voronoi diagrams provided a comprehensive and precise representation of these areas of interest, facilitating an in-depth examination of the evolution of behavioral patterns in diverse contexts, such as under different Motivational Operations. This tool offers a valuable perspective for the dynamic study of spatial behaviors in variable experimental settings.