The Egyptian national side have won more Cup of Nations than any other country (7), although their last triumph came in 2010.
Aboutrika, who was part of the 2010 team, says the some of the comments coming from the players did not please him.
"Placing second is a failure for the Egyptian national team," Aboutrika said.
"I hope the players won't hate me for saying this, but their media appearances made me unhappy.
"We appreciate their efforts and struggles but placing second is not a victory to be celebrated. History only remembers winners.
"Egypt have won the title seven times, we can't celebrate second place.
"Look at Mohamed Salah, look at how sad he looks. To know victory, you have to taste defeat.
"The players should be supported. I am only saying we shouldn't be celebrating in order for them to know the value of winning."
