Biracks and biquandles, which are useful for studying the knot theory, are special families of solutions to the set-theoretic Yang-Baxter equation. A homology theory for the set-theoretic Yang-Baxter equation was developed by Carter, Elhamdadi and Saito in order to construct knot invariants. In this paper, we construct a normalized homology theory of a set-theoretic solution of the Yang-Baxter equation. For a biquandle $X,$ its geometric realization $BX$ is constructed, which has the potential to build invariants of links and knotted surfaces. In particular, we demonstrate that the second homotopy group of $BX$ is finitely generated if the biquandle $X$ is finite.Comment: 13 pages, 6 figure
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