유사 쉐이더 검색이란 그래픽 디자이너가 원하는 쉐이더와 유사한 쉐이더를 검색하는 것을 의미한다. 본 논문의 저자들은 유사 쉐이더 검색을 이용하여 쉐이더 생성 시 발생하는 시행착오와 시간을 크게 줄일 수 있는 쉐이더 스페이스 네비게이터를 제안한 바 있다. 유사 쉐이더 검색을 수행하기 위해서는 서로 다른 네트워크 구조를 가지는 쉐이더들로부터 동일한 특징들을 추출할 수 있는 방안이 요구된다. 본 논문에서는 이러한 문제를 해결하기 위하여 계층적 인지감 추출 프레임워크를 제안한다. 제안하는 프레임워크는 복잡한 네트워크를 가지는 쉐이더들을 분석하여 검색에 필요한 고정된 소수의 특성들만을 추출한다. 추출된 특성들은 서로 다른 네트워크 구조에서도 동일한 수와 형태를 갖기 때문에 다른 구조의 쉐이더들 간에도 유사도를 쉽게 측정할 수 있다. 다양한 실험을 수행함으로써 제안하는 프레임 워크를 이용하여 유사 쉐이더를 효과적으로 검색할 수 있음을 보인다.
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