Research Article
Individual Travel Knowledge Graph-Based Public Transport Commuter Identification: A Mixed Data Learning Approach
Table 2
Travel chain data sample of a PT passenger.
| | Card code | 24XXXX73 | 24 XXXX73 | … | 24 XXXX73 | | Card type | 1 (adult card) |
| | Travel mode | Metro | Metro | … | Bus-metro | | Boarding/inbound time | 2017/5/1 8 : 28 | 2017/5/1 17 : 53 | … | 2017/5/31 17 : 04 | | Alighting/outbound time | 2017/5/1 8 : 55 | 2017/5/1 16 : 29 | … | 2017/5/31 17 : 39 | | Boarding/inbound line number | 4 | 1 | … | 114 | | Alighting/outbound line number | 1 | 4 | … | 4 | | Travel distance (m) | 8115 | 8115 | … | 8620 | | On station | Beijing south station | Muxidi station | … | Baiyunqiao west | | Off station | Muxidi station | Beijing south station | … | Beijing south station | | On station longitude (°) | 116.3779 | 116.3369 | … | 116.3395 | | On station latitude (°) | 39.8641 | 39.9075 | … | 39.8973 | | Off station longitude (°) | 116.3369 | 116.3779 | … | 116.3779 | | Off station latitude (°) | 39.9075 | 39.8641 | … | 39.8641 |
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