A small text file which is sent by the web server to your computer, and then sent back to the server each time your browser accesses the website. This enables the server to keep track of preferences you may have set for that website, or to identify who you are if you have logged in on the site.
Because cookies can track website users to some extent (typically to allow the site to choose which adverts to show) there have been some privacy concerns.