Abstract: Itineraries may be recommended using rider context information relating to a rider. The rider context information may be obtained from various sources. Location information including an origin and a destination may obtained. A set of itineraries may be generated based on the rider context information. Each itinerary may include at least one mode of transportation to allow the rider to travel from the origin to the destination. Each itinerary in the set of itineraries may be ranked based on the rider context information.

Abstract: The present disclosure provides systems and methods for providing a transaction service when a service provider is providing a travel service to a service requester according to a travel service order through an online to offline service platform. The method may include receiving, through the online to offline service platform, a first request for the transaction service from a first terminal associated with the service requester, when a service provider is providing the travel service to the service requester. The method may include determining whether a condition for the transaction service is satisfied. In response to determining that the condition is satisfied, the method may also include generating a transaction service order for the transaction service. The method may further include providing the transaction service according to the transaction service order by using an account of the service provider.

Abstract: Itineraries may be recommended using rider context information relating to a rider. The rider context information may be obtained from various sources. Location information including an origin and a destination may obtained. A set of itineraries may be generated based on the rider context information. Each itinerary may include at least one mode of transportation to allow the rider to travel from the origin to the destination. Each itinerary in the set of itineraries may be ranked based on the rider context information.

Abstract: Multi-modal itineraries may be scheduled by setting a time to request a future transportation mode. An itinerary including a set of transportation modes to allow a rider to travel from an origin to a destination may be obtained. A first non-self-controlled transportation mode from the set of transportation modes may be obtained. A second non-self-controlled transportation mode from the set of transportation modes may be obtained. A request time for the second non-self-controlled transportation mode may be scheduled.