This paper presents a randomized incremental algorithm for computing a
single face in an arrangement of n line segments in the plane that is
fairly simple to implement. The expected running time of the algorith
m is O(n alpha(n)log n). The analysis of the algorithm uses a novel ap
proach that generalizes and extends the Clarkson-Shor analysis techniq
ue [in Discrete Comput.Geom.,4 (1989), pp. 387-421]. A few extensions
of the technique, obtaining efficient randomized incremental algorithm
s for constructing the entire arrangement of a collection of line segm
ents and for computing a single face in an arrangement of Jordan arcs
are also presented.