Web WordNet 2.0 I've often heard the term, but I didn't know what it meant. horn of africa: A peninsula of northeastern Africa (the easternmost part of Africa) comprising Somalia and Djibouti and Eritrea and parts of Ethiopia. syn: Somali peninsula