SAN FRANCISCO — A federal judge has refused to let LinkedIn off the hook for pestering its members’ acquaintances to join the professional networking site.

Ruling in a privacy class action filed last year against LinkedIn Corp., U.S. District Judge Lucy Koh of the Northern District of California found that the social networking site might have damaged its users’ reputations by sending repeated emails to addresses harvested from their contact lists.