Latent Variable Model
Definition
A latent variable model is a probabilistic model that introduces unobserved random variables $z$ to explain observed data $x$, and factorizes as
$$p(x, z) = p(z)\,p(x \mid z).$$What it means in Q1
The player skills are latent variables, and the match outcomes are the observed data.