In the 'Introduction to Classical Mythology' section, Edith Hamilton states that Greek and Roman mythology is supposed to "show us the way the human race thought and felt untold ages ago."
sometimes people who wrote the book added their own stories based on their own culture. thus people of different cultures has may different views of the same god.