What are 'Temporary Internet Files'? Is it somehow related to my privacy?

'Temporary Internet Files' are the Web Browser's cache, which stores a history of your visited pages and their cached content.

It is related to your privacy in that it is possible trace your internet browsing based on the cached content. It is important to clear this cache from time to time.