She's not from Buka, Bougainville. She's from Solomon Islands, probably from the Western or Choiseul provinces which are geographically close to Bougainville, and also share ethnical, as well as cultural ties with Bougainvilleans, hence why you would mistaken her for being from Bougainville because of her dark skin tone.