Active Living Feature Score

In this research, Ali Alfosool proposes Active Living Feature Score or ALF-Score, a novel approach to measure walkability more accurately and efficiently while addressing existing limitations. ALF-Score incorporates road network structure to derive various features such as network science centralities and network embedding which are crucial in better understanding the road structure. ALF-Score utilizes user opinion to build high-confidence ground-truth that is used to generate models capable of estimating walkability scores based on user opinion. By incorporating machine learning approaches in my pipelines, he was able to achieve a much higher granularity and higher spatial resolution of walkability scores at point level.