The Cherries boss left his managerial spot at Burnley last year, and the club have since gone from strength to strength under Sean Dyche.
The home side are currently at the top of the league table on 33 points following 14 fixtures, 10 of which have resulted in victory for Dyche's men.
Burnley could extend their lead at the top to four points with a win over Bournemouth, who have secured just one win in six matches following their promotion from League One last season.
Possible starting lineups
Burnley: Heaton; Trippier, Shackell, Duff, Mee; Kightly, Edgar, Arfield, Jones; Vokes, Ings
Bournemouth: Camp; Francis, Elphick, Cook, Daniels; Fraser, MacDonald, Arter, Pugh; Grabban, Rantie
Sports Mole says: 2-0