The Mayor may, upon application of the owner or proprietor thereof, and upon a payment of the annual fee, issue a license for the operation of any bowling alley. The application for the license shall be in writing and shall state such information as the Mayor may require. No license shall be granted to a person who has been convicted of or pleaded guilty to a felony.