The viral outbreak of COVID-19 had forced countries to implement travel bans and restrictions. Airlines have been forced to significantly slash flights and shrink their network. The Prime Minister has also announced to extend the movement control order (MCO) for another two weeks until April 14, 2020. This has resulted in many people having trouble deciding whether to cancel or postpone their upcoming travel plan as the COVID-19 continues to spread across the globe.