Why does water randomly come out of the kitchen tap every now and then
The seal in your faucet is failing, and water is building up very slowly. Surface tension keeps it in a shallow bubble until it finally flows out the horizontal faucet segment in a burst. 

Disassemble your faucet and check for mineral deposits and other debris. Clean or replace the ceramic or rubber seals, and lubricate rubber seals with white grease.