Another way of finding the determinant is using trees, which are
special kinds of graphs. A graph consists of a set of points called
vertices and a set of edges that connect them. A tree is a graph that
is connected and has no closed cycles.
From a projection of an alternating knot or link, we create a
corresponding planar graph in the following way:
1. Shade the diagram in a checkerboard pattern.
2. Put a vertex at the center of each shaded region.
3. Connect the vertices with edges that pass through a crossing.
Note: the determinant of an alternating knot is the number of maximal
trees in its planar graph.
http://www.math.jmu.edu/~taal/OJUPKT/lopez.pdf