It describes a strong, often uncontrollable, desire to drink. Although it isn’t a term that is used anymore as part of medical care, some people who are recovering from dependence still use the term ‘alcoholic’ to describe themselves. Alcoholism is also known as alcohol addiction, alcohol misuse or alcohol dependence.