The development of mold fluxes for continuous casting is one of major challenges to produce high aluminum steel. The CaO-Al 2 O 3 -B 2 O 3 based mold flux is one of the potential candidates for casting high aluminum steel but its composition and properties still need to be optimized. In this work, the effect of silica and mass ratio of CaO to Al 2 O 3 on the viscosity and structure of slag are studied. The viscosity of CaO-Al 2 O 3 -B 2 O 3 -SiO 2 slag with varying SiO 2 content (3%, 5%, and 7%) and mass ratio of CaO to Al 2 O 3 (0.8, 1, and 1.2) were measured by rotating cylinder method at temperatures between 1723K and 1873K. It was found that the addition of SiO 2 leads to the increase of the slag viscosity and the activation energy increases from 178.6 to 203.4kJ/mol. In contrast, the increase of mass ratio of CaO to Al 2 O 3 will reduce the viscosity of slag and the activation energy decreases from 227.1 to 191.0kJ/mol. The structures of glassy CaO-Al 2 O 3 -B 2 O 3 -SiO 2 slags were investigated by Raman spectroscopy and X-ray photoelectron spectroscopy (XPS). Deconvolutions on Raman spectral reveal that silicon mainly exists as Q 0 (Si) and Q 1 (Si) in glasses. According to deconvolution results of XPS, as SiO 2 content in glassy slag increases, the number of bridging oxygens increases, indicating a more polymerized structure. In contrast, the increase of the ratio of CaO to Al 2 O 3 contributes to the depolymerization of glassy slag. The structural variations with different SiO 2 contents and mass ratio of CaO to Al 2 O 3 can be correlated to the viscosity variation of slag.