The church of Panaghia is built on the ruins of an ancient temple, dedicated to a female goddess, possibly Athena or Demeter. It was founded at the beginning of the 11th century (around 1050 A.D.) and was probably named after its donor.
More information: http://www.rollins.edu/Foreign_Lang/Greek/kapnikar.html