Computer science isn't just the study of computers themselves. Computer science refers to the study of theoretical foundations of information and computation and how you can apply those theories to computer systems. The term computer science is very general. There are several areas of computer science and then sub-categories within those areas. Make sure you know what you're interested in before you just start randomly searching for simply 'computer science' books.