I know the definition of the tournament ( a directed graph obtained after assigning direction to edges of the complete graph). I tried on search on internet did not get anything.
Question: What is hyper-graphs means?
Motivation : This term is mentioned in this paper
Before the definition of a hypertournament, here are some preliminaries. A hypergraph is a generalization of a graph in the following sense:
In particular, an ordinary graph is a $2$-uniform hypergraph.
Just as a complete graph is a graph which includes all $\binom{|V|}{2}$ possible edges, a complete $k$-uniform hypergraph is defined to be the hypergraph whose edges are all $\binom{|V|}{k}$ possible subsets of $V$ of size $k$.
Finally, a $k$-hypertournament (as defined in the paper referenced in the question) is the corresponding generalization of a tournament: it is obtained from a complete $k$-uniform hypergraph by assigning directions to each hyperedge.
What does it mean to assign a direction to a hyperedge? It means that we replace the set $\{v_1, v_2, \dots, v_k\}$ by an ordered $k$-tuple of these vertices, in some order: $(v_{\pi(1)}, v_{\pi(2)}, \dots, v_{\pi(k)}\}$ for some permutation $\pi$ of $\{1,2,\dots,k\}$.
For example: