The semantic desktop refers to the idea of applying semantic web technologies to desktop data such as contact managers, calendars, emails, etc.
Used on page 461
Links:
nepomuk.semanticdesktop.org: NEPOMUK semantic desktop project- Wikipedia: Semantic desktop