What is the term meaning the inflammation of a joint or joints?

Tendonitis is the medical term meaning inflammation of the connective tissue binding muscles to bones.
Tendinitis is the medical term for inflammation of a tendon. It can also be spelled "tendonitis".

There is a link to a site with an incredible amount of information about tendinitis in the related links section below.
Tendonitis