Research Article

A Semantic Analysis and Community Detection-Based Artificial Intelligence Model for Core Herb Discovery from the Literature: Taking Chronic Glomerulonephritis Treatment as a Case Study

Table 4

Results of word analogy and word similarity tasks.

AlgorithmWord analogy (%)Word similarity (%)Average rank
WA-1124WS-240WS-296

CBOW22.77 (7)46.40 (8)56.26 (7)7.33
Skip-Gram58.45 (3)55.36 (2)60.76 (4)3.00
Glove19.39 (8)48.36 (7)47.02 (8)7.67
CWE47.69 (6)51.67 (5)61.17 (3)4.67
JWE57.65 (4)51.00 (6)60.22 (6)5.33
GWE48.84 (5)53.45 (4)60.63 (5)4.67
CW2VEC63.17 (2)54.85 (3)61.41 (2)2.33
ESSP2VEC64.85 (1)55.38 (1)61.71 (1)1.00