As mentioned above, the Oven is found in the Hello Kitty Cafe, which you'll become familiar with almost immediately after ...

At the start of Hello Kitty Island Adventure, you’ll be limited to the oven in Hello Kitty’s Cafe, but as you explore more areas of the map, more kitchen appliances will reveal themselves ...