Park, who has already served an 18-month doping ban imposed by swimming's world governing body Fina, is fighting to overturn a KOC regulation that has tacked on an additional three-year suspension, which would rule him out of the Rio Olympics.
The 26-year-old has lodged a case with the Court of Arbitration for Sport but has instructed the Lausanne-based tribunal not to proceed until he has received a definitive answer from the KOC on whether it would drop its rule.
KOC President Kim Jung-haeng said at a lunch meeting on Tuesday that while he would consider opinions from across the board on the case, he wanted to see Park swim in Rio.
"Speaking on a personal basis as a former athlete, I think it would be good if Park went to the Olympics," the former judoka was quoted as saying by Yonhap News.
"My response is based on a question that asked for my personal opinion."
Park won gold in the 400 metres freestyle at the Beijing Games to become the first Korean to win an Olympic swimming medal but his reputation was shattered when he tested positive for testosterone ahead of the Asian Games in September 2014.
