Palestinian culture is also derived from canaanite culture. Arabs are semitic people and follow abrahamic traditions. When places get conquered usually the ruling class changes but the lower class people stay in their homes and just change language/religion/identity. Usually the new rulers don't try to completely wipe out the inhabitants of their new land the way israel is doing with Palestinians