CCSA said the 31 people had possibly picked up the infection from a Thai restaurant in Cheonan, located to the south of Seoul.
One patient had visited the restaurant on December 23, and there were some 90 Thai people in the restaurant at the time.
An additional 28 people who were at risk of being exposed to the virus have been tested and are awaiting the result.