Innovation network characteristics and equipment manufacturing industry upgrading: based on the mediating effect of innovation abilityYue Li, Bobo Guo, Xiaoyan Sun and Xiaoli LiMATEC Web Conf., 336 (2021) 09006DOI: https://doi.org/10.1051/matecconf/202133609006