Knowledge Management Forum

Experimental Scheme Recommendation Based on Knowledge Graph： A Case Study of Organic Solar Cells

Kai Zhang, Qi Shi

Knowledge Management Forum, 2024, 9(5): 448-459. DOI: 10.13266/j.issn.2095-5472.2024.033

Figure 2 Ontology design of scientific experiment knowledge graph

Other figure/table from this article

Figure 1 Research framework
Figure 3 Experimental methods of organic solar cells
Figure 4 Experimental elements of organic solar cells
Figure 5 Experimental steps of organic solar cells
Table 1 Data sources of scientific experiment knowledge graph
Figure 6 34 nodes in experimental graph of organic solar cells
Figure 7 7 relationships in the experimental graph of organic solar cells
Table 2 SolarCell KG data
Table 3 Recommended experimental results
Figure 8 Performance results of GraphGPT Net with different recommended numbers