Knowledge Graph-Based Enhanced Transformer for Metro Individual Travel Destination Prediction

Figure 1

Graph display of July travel records of passenger 788252. The front gray node represents the total number of trips per month; the pink nodes represent the individual card ID; the green nodes represent the travel dates; the ginger yellow nodes represent the travel routes; and the behind gray nodes represent the boarding stations and the get-off stations, respectively.