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As a world-famous Japanese-born British novelist and also the winner of the 2017 Nobel Prize, Kazuo Ishiguro has at-tracted great attention with his 8 excellent works. This paper, a research review on his second novel An Artist of the Floating World from both abroad and at home, aims to offer a systematic classification of relevant studies by means of literature collection and detailed reading. As a result, existing journal articles and dissertations are put into different categories with distinct focuses, thereby facilitating future studies.