The name Bezovica is derived from the Slavic common noun*bъzъ 'elder', thus originally referring to the vegetation. Similar names based on the same root are common in Slovenian ethnic territory as well as in other Slavic areas.
Bezovica is the site of a mass grave from the period immediately after the Second World War. The Bezovica Mass Grave is located in a meadow and in a woods between the Preložnik farm and the Krameršek farm. It contains the remains of six German and Slovene civilians murdered in June 1945.