clapp was born in 1930 and was raised in long island, new york. she received her bachelor's degree in math and physics in 1951 from smith college and her master's degree in applied science (which she described as the closest match to computer science available at the time) in 1952 from radcliffe college, then a women's affiliate of harvard university.