“…An efficient knowledge management and sharing system helps firms to leverage their knowledge assets and be more customer-centric. To ensure that the engineers can obtain timely and comprehensive design knowledge for more efficient product development, many studies have focused on knowledge management and its recommendation (Gao and Nee, 2018). The research on knowledge recommendation includes case-based reasoning (Prasad, 2007), ontology (Chhim et al, 2019; Costa et al, 2016; Wu et al, 2014), fuzzy-based (Lee, 2019; Zhou et al, 2019), agent-based (Fu et al, 2019; Moon et al, 2009), suggestions-based (Liang, 2008), and content-based filtering (Huang and Gong, 2008).…”