A linear functional is a linear mapping from a vector space to its field of scalars, playing a crucial role in functional analysis by generalizing the notion of linear transformations. It is fundamental in defining dual spaces, which help in understanding the structure of vector spaces and their applications in various mathematical and physical contexts.