Activision Blizzard Inc. late Monday said it is acquiring King Digital Entertainment PLC for $5.9 billion, combining two giants of the videogame industry.

The deal gives Activision, a powerhouse in console videogames with hit franchises such as “Call of Duty” and “World of Warcraft,” a beachhead in the fast-growing business of mobile games.

King...