Arsenal have somewhat slipped in the standings and now sit 5th courtesy some disappointing results which have seen the Gunners drop six points in the last three games.
According to Emery, the Gunners will tackle the hosts at a very high level in order to get the three points.
Arsenal, meanwhile, have enjoyed an unbeaten run under Unai Emery of 16 games in all competitions, slightly dampened by three successive draws.
But Emery knows there is still work to be done - after all, Arsenal have not beaten any of their "Big 6" rivals in the Premier League since winning the North London derby more than a year ago.
The kick-off time for the match is 2:30pm.
"I told the players "we are starting at ground zero".
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Bournemouth will have been grateful for the recent global break, a chance to regroup and watch the Uefa Nations League following two back-to-back defeats in the league before a crucial home fixture against Unai Emery's Arsenal. Speaking about the side which finished sixth last season under former boss Arsene Wenger, Emery said. What I want to do is unite the two and become more competitive.
New Arsenal manager Unai Emery has taken a quiet swipe at Arsene Wenger over the Frenchman's tactics during the club's decline months.
"In pre-season, we also had [Konstantinos] Mavropanos - but he is injured now, we had Chambers and we made a decision to let him go on loan to Fulham and we decided that Rob Holding stayed here", explained Emery.
"We can improve this team". "I believe Emery was a good decision". First, our idea is to start with the Under-23s, but also, these two weeks training with us, I am looking at him.
Bernd Leno has established himself as first-choice goalkeeper ahead of Petr Cech while the tireless Lucas Torreira has been one Arsenal's stand-out players in midfield.
The 47-year-old, who speaks in English at his news conferences, said: "In each profession, you need to feel passion for that in order to give it your best performance". We are scoring a lot.