Data-Driven Approach for Passenger Mobility Pattern Recognition Using Spatiotemporal Embedding

Table 1

POI categories and contents.

ID	Category	Contents
1	Entertainment	Recreation center, night club, KTV, disco, pub, game center, card and chess room, lottery center, Internet bar, recreation place, etc.
2	Working	Construction company, medical company, machinery and electronics, chemical and metallurgy, commercial trade, telecommunication company, mining company, etc.
3	Shopping	Shopping plaza, shopping center, shops, duty-free shop, convenience store, digital electronics, supermarket, plants and pet market, home building materials market, etc.
4	Transportation	Airport, railway station, passenger port, tourist routes bus station, common bus station, parking lot related, etc.
5	Education	Museum, exhibition Hall, convention and exhibition center, art gallery, library, planetarium, cultural palace, university and college, middle school, etc.
6	Residential	Hotel, residential area, villa, residential quarter, dormitory, community center, etc.
7	Hospital	Hospital, health center, clinic, disease prevention, pharmacy, medical supplies, etc.
8	Government	Governmental organization and institution, foreign embassy and consulate, representative office of international organizations, etc.