公开(公告)号：EP4227855A1

公开(公告)日：2023-08-16

申请号：EP22213801.8

申请日：2022-12-15

申请人： Fujitsu Limited

发明人： McThrow, Michael ,  Uchino, Kanji

IPC分类号： G06N3/04 ,  G06N3/10 ,  G06N5/045

摘要： A method may include obtaining a first result of a graph explainable artificial intelligence (GXAI) classification analysis of a dataset of graph-structured data and a second result of a graph analysis algorithm that represents relationships between elements of the dataset. The method may include determining a correlation between the first result and the second result and generating a display within a graphical user interface (GUI) that visualizes similarities between the first result and the second result based on the correlation. Determining the correlation between the first result and the second result may include generating a first vector of the first result of the classification analysis using GXAI techniques and a second vector of the second result of the graph analysis algorithm. A Pearson correlation coefficient or a cosine similarity coefficients may be computed based on the first vector and the second vector in which the computed coefficients are indicative of the correlation.