In a small saucepan, simmer together port wine and sugar over medium-high heat until the sugar has dissolved. Add dried fruit and dried cranberries. Bring mixture to a boil and reduce to a simmer for 5 minutes. Set aside to cool.
Serve over frozen yogurt and garnish with toasted slivered almonds.