Frankincense is a fragrant resin that is derived from the sap of trees that belong to the genus Boswellia. In the past, frankincense was used widely in various ceremonies as an incense. It has also been utilized for medicinal purposes. You can find more information here: http://www.botanical.com/botanical/mgmh/f/franki31.html
