Abstract: Systems and methods are provided for receiving location data for a first location and a second location and generating a plurality of candidate routes to travel from the first location to the second location, based on the location data, each candidate route comprising a plurality of segments. The systems and methods further generate a safety score for each segment of each candidate route of the plurality of candidate routes, generate a safety score for each candidate route based on safety scores generated for each segment associated with each candidate route, select a best candidate route using the safety score associated with each of the candidate routes, and provide a recommendation for a travel route comprising the best candidate route.

Abstract: A system determines a match between a requesting user of a transport service and a matched driver. Based on the match, the system transmits a trigger signal to a computing device of the requesting user. The trigger signal causes the computing device of the requesting user to generate a selectable feature that, when selected, causes the computing device of the requesting user to prominently display a specified color on a graphical user interface (GUI) generated by a rider application executing on the computing device of the requesting user. Based on the match, the system transmits a second trigger signal to the computing device of the matched driver. The second trigger signal causes the computing device of the matched driver to provide an indication of the specified color in a specified portion of a GUI generated by the driver application executing on the computing device of the matched driver.

Abstract: A network system, such as a transport management system, infers movement and a location of a vehicle associated with a transportation service using sensor data from a provider client device and a wireless device mounted in a fixed position in the vehicle. Before or during a transportation service, the provider client device transmits sensor data to the network system for use in detecting the occurrence of one or more specified events, such as a sudden deceleration or a harsh turn. The network system fuses the received sensor data to infer the movement of the vehicle along forward, lateral, and vertical axes and implements an event detector by analyzing movement of the vehicle in the forward direction. Fused sensor data received from the wireless device is used to validate the detected movement and to determine a position of the vehicle.

Abstract: Systems and methods of the present disclosure are directed to a method for facilitating pairing of multiple entities. The method can include obtaining a vehicle pairing request for an autonomous vehicle of a vehicle provider comprising vehicle identification data. The method can include determining a temporary pairing code associated with the autonomous vehicle. The method can include providing the temporary pairing code to the vehicle provider. The method can include obtaining a device pairing request via an application executed by a user device, the device pairing request comprising the temporary pairing code and an operational certificate, the operational certificate comprising device identification data associated with the user device. The method can include pairing the user device and the autonomous vehicle based at least in part on the device pairing request.

Abstract: A network computer system operates to receive service requests from requesters. Based at least in part on a proximity between the current locations of a first and a second requester, the system can match the first service request and the second service request by (i) selecting pickup locations for the first and second requesters, (ii) transmitting rendezvous information to the computing devices of the first and second requesters, (iii) determining an estimated time interval for each of the first requester and the second requester to arrive at their pickup locations, and (iv) selecting a transport provider to service both the first transport request and the second transport request.

Abstract: A computing system can process utilization data from computing devices of requesting users of a transport service and identify a plurality of the requesting users being transported by a third-party transit means, such as a train, bus, or ferry, to an arrival location. For each of the plurality of requesting users, the system can determine a destination requiring additional transport from the arrival location of the third-party transit means. Based on the destination of each of the plurality of requesting users, the system can coordinate with a set of transport providers within a certain proximity of the arrival location of the transit means to facilitate transport for the plurality of requesting users at the arrival location.

Abstract: A system can receive a request for a transport service from a first device. The request can include a user identifier associated with a first user of the first device, contact information associated with a second user, and a pickup location information. The system can make a determination whether a user account associated with the second user is stored in a user database using the contact information in the request. Based on the determination, the system can select a messaging protocol to transmit data to a second device associated with the contact information. The system can transmit a message corresponding to the transport service to the second device using the selected messaging protocol.

Abstract: Computationally implemented methods and systems that are designed for receiving one or more first directives that direct a transportation vehicle unit to transport a first end user; receiving, while the transportation vehicle unit is en route to or is transporting the first end user, one or more second directives that direct the transportation vehicle unit to transport a second end user while transporting the first end user, the transportation vehicle unit having been determined to be able to accommodate transport of the second end user while transporting the first end user; and verifying that compliance with the one or more second directives will not conflict with one or more obligations to transport the first end user by the transportation vehicle unit. In addition to the foregoing, other aspects are described in the claims, drawings, and text.

Abstract: Systems and methods of using sensor data for coordinate prediction are disclosed herein. In some example embodiments, for a place, a computer system accesses corresponding service data comprising pick-up data and drop-off data for requests, and accesses corresponding sensor data indicating at least one path of mobile devices of the requesters of the requests, with the at least one path comprising at least one of a pick-up path ending at the pick-up location indicated by the pick-up data and a drop-off path beginning at the drop-off location indicated by the drop-off data. In some example embodiments, the computer system generates at least one predicted geographic location using the paths indicated by the sensor data, and stores the at least one predicted geographic location in a database in association with an identification of the place.

Abstract: A computing system can manage a network-based service for a given region. The system receives a transport request from a user device of a requesting user, the transport request including a pickup location and a specified vehicle type. Based on the specified vehicle type, the system makes a determination to fulfill the transport request by performing a first set of operations in accordance with a multi-invitation mode as opposed to a second set of operations in accordance with a single-invitation mode. The multi-invitation mode includes transmitting an invitation to service the transport request multiple provider devices of candidate transport providers, and selecting a transport provider from the candidates to service the transport request for the requesting user.

Abstract: A system predicts a value estimate for a user who provides a service that involves moving among geographical regions (e.g., a transportation service). The system determines the value estimate by identifying a sequence of time periods, each time period having an associated set of geographical regions. Possible transitions between geographical regions in different time periods are analyzed, for example, using statistical or machine-learned models, to determine likelihoods that the user will move between the geographical regions from one time period to another, and to determine expected values for a transition. Such models may be trained or developed using historical service data and user profile data stored by the system. Transitions are analyzed over a sequence of time periods to determine accumulated values associated with estimated overall values for each geographical region. The system predicts an overall value estimate for the user based on the accumulated values.

Abstract: A network system can receive, from a user device of a requesting user, a query related to a first service. If the network system determines that a first service provider is in progress of providing a second service for the requesting user, the network system can identify, based on a service location of the second service, a plurality of entities that provide items available for selection in association with the first service. The network system can further determine whether to select the first service provider to fulfill the request for the first service based on an estimated first service duration associated with the first service and an estimated duration remaining for the second service. The first service duration can be estimated based on respective timing information associated one or more items selected by the requesting user. The network system can update a route for the first service provider.

Abstract: Systems and methods are provided for finding an available pickup/drop-off zone (PDZ) for an autonomous vehicle (AV) to use to pick up a passenger. A PDZ is selected that is likely to be available and that is within a reasonable walking distance of a passenger. The AV and the passenger are guided to the available PDZ. In selecting the available PDZ, the system balances the human and vehicle routing by taking into account the distance possible PDZs are from the passenger, the likelihood the respective PDZs will be available, the passenger's desire/ability to walk to the respective PDZs (e.g., due to physical limitations, weather, etc.), the driving time of the AV to the respective PDZs, the walking time of the passenger to the respective PDZs, and the like.

Abstract: Systems and methods for managing routing involving an indicated point of interest associated with a plurality of levels of a multilevel (overlapping or stacked) roadway are provided. In example embodiments, a networked system aggregates trip data received from user devices that includes location information and detected attributes for points of interest. The networked system analyzes the location information and the detected attributes to determine a height parameter and, in some cases, a characteristic associated with different levels of the multilevel roadway for points of interest. The height parameters and characteristics for each point of interest are stored to a database in a data storage. During runtime, the networked system receives a request that includes a point of interest. In response, the networked system detects a level of roadway at the point of interest using the database and real-time device data. Based on the detected level of the multilevel roadway, a route is generated and presented.

Abstract: A system can receive a destination change request inputted by a passenger of an autonomous vehicle, where the destination change request comprises a request to change a first destination of the passenger to a second destination. In response to receiving the destination change request, the system determines a feasibility indicator for the autonomous vehicle to travel to the second destination, and based on the feasibility indicator, determines a suggested destination being different from the second destination. The system transmits an instruction to a computing system of the autonomous vehicle, causing the computing system of the autonomous vehicle to reroute the autonomous vehicle to the suggested destination. The system then transmits an instruction to a computing device associated with a non-autonomous vehicle, where the instruction comprises a request or invitation for a driver of the non-autonomous vehicle to transport the passenger from the suggested destination to the second destination.

Abstract: Systems and methods are provided for receiving a start location and a destination location, determining a road segment corresponding to the destination location, and identifying a node nearest the road segment corresponding to the destination location, whereby the node corresponds to a nearest left-hand node for a right-hand driving country or a nearest right-hand node for a left-hand driving country. The systems and methods further provide for generating a first route from the start location to the node nearest the road segment corresponding to the destination location, generating a second route from the node nearest the road segment corresponding to the destination location, to the destination location, and combining the first route and the second route to generate a final route. Thus, the final route comprises a route from the start location, through the node nearest the road segment corresponding to the destination location, to the destination location.

Abstract: Systems and methods for controlling an autonomous vehicle and the service selection for an autonomous vehicle are provided. In one example embodiment, a computing system can obtain data indicative of a first vehicle service assignment for an autonomous vehicle. The first vehicle service assignment can be associated with a first service entity and indicative of a first vehicle service. The computing system can determine that the autonomous vehicle is available to perform a second vehicle service concurrently with the first vehicle service. The computing system can obtain data indicative of a second vehicle service assignment for the autonomous vehicle. The second vehicle service assignment can be associated with a second service entity that is different than the first service entity and is indicative of the second vehicle service. The computing system can cause the autonomous vehicle to concurrently perform the first vehicle service with the second vehicle service.

Abstract: A method for dispatching trips to a plurality of autonomous vehicles is disclosed. Operational design domain (ODD) parameters for an autonomous vehicle of a first vehicle type are derived based on vehicle movement data. The vehicle movement data describes a plurality of trips executed by a set of autonomous vehicles of the first vehicle type. A first ODD parameter of the ODD parameters is identified that meets a criterion. A first new trip is generated based on the identified ODD parameter. An autonomous vehicle is selected to execute the first new trip. A request to execute the first new trip is then sent to the selected autonomous vehicle.

Abstract: A computing device determines that the computing device is within wireless proximity to a secondary wireless device. Based on the computing device being within wireless proximity to the secondary wireless device, the computing device determines at least one function of the secondary wireless device, and generates an aggregate user interface for display on a display screen of the computing device. The aggregate user interface identifies the secondary wireless device and indicates the at least one function of the secondary wireless device. The computing device receives, via the aggregate user interface, a user input selecting the secondary wireless device. Responsive to the user input, the computing device presents a second user interface including one or more selectable features for operating the secondary wireless device.

Abstract: A network system receives an order request from a requesting device including a list of requested items and a delivery location. The network system may create an order entry by selecting a source location and a provider for the order. The network system sends order information from the order entry to a provider device of the selected provider and a source device corresponding to the source location, where the order information includes an order identifier, a source identifier, and a provider identifier. The provider device broadcasts a beacon including the source identifier and the order identifier. The provider device detects a short range beacon signal from the source device and determines whether the detected source identifier and order identifier match the received source identifier and order identifier from the order information. Responsive to a successful match the provider device verifies its proximity to the source device.