The next Call of Duty is probably set during World War II, as is evidenced pretty strongly by its title, Call of Duty: WWII. Activision announced the game today, adding that there will be an official “reveal” next Wednesday at 1pm ET.
Source: Kotaku – Activision Announces Call of Duty: WWII