A method includes receiving one or more search terms at a mobile computing device while the mobile computing device is located at a particular location. A search query that includes the one or more search terms and a location history of the mobile computing device is transmitted to a server. The method also includes receiving one or more search results in response to the search query, where the one or more search results include content identified based on a predicted destination of the mobile computing device. An interface identifying the one or more search results is displayed at the mobile computing device.

A system for context-aware decision making of an autonomous agent includes a computing system having a context selector and a map. A method for context-aware decision making of an autonomous agent includes receiving a set of inputs, determining a context associated with an autonomous agent based on the set of inputs, and optionally any or all of: labeling a map; selecting a learning module (context-specific learning module) based on the context; defining an action space based on the learning module; selecting an action from the action space; planning a trajectory based on the action S260; and/or any other suitable processes.

A method and apparatus for evaluating the driving of a vehicle performing a journey on a road network is disclosed. The method comprises determining a fuel usage rate and an engine speed of a vehicle, and determining when the vehicle is coasting based upon at least one of the fuel usage rate and the engine speed of the vehicle. An acceleration of the vehicle, when the vehicle is determined to be coasting, is compared with a predetermined reference acceleration, and an application of braking during the coasting is determined based on the result of the comparison. A method and apparatus is also disclosed for determining a score indicative of the relative amount of time for which the vehicle is coasting without braking during a journey.

Methods and systems are provided for generating an electronic map display. In one implementation, a method is provided for receiving route information associated with a route having an origination point and a destination point, determining a location of a reference point along the route, assigning a spatial identifier to the reference point, searching for points of interest (POIs) in a search area associated with the spatial identifier, ranking, using a processor, the POIs based on distances of POIs from the location of the reference point, and providing POI information for an electronic map display, wherein the POI information is associated with one or more POIs and selected based on the ranking of the POIs.

Disclosed is a location-based service based on a user point of interest (POI). An electronic device comprises: a processor for generating a database related to a user POI; detecting the user request for information; and an output unit for outputting information based on the user POI database. The user POI can indicate at least one place extracted from the information inputted to the electronic device.

A system for context-aware decision making of an autonomous agent includes a computing system having a context selector and a map. A method for context-aware decision making of an autonomous agent includes receiving a set of inputs, determining a context associated with an autonomous agent based on the set of inputs, and optionally any or all of: labeling a map; selecting a learning module (context-specific learning module) based on the context; defining an action space based on the learning module; selecting an action from the action space; planning a trajectory based on the action S260; and/or any other suitable processes.

This specification describes a system for generating positions of map items such as buildings, for placement on a virtual map. The system comprises: at least one processor; and a non-transitory computer-readable medium including executable instructions that when executed by the at least one processor cause the at least one processor to perform at least the following operations: receiving an input at a generator neural network trained for generating map item positions; generating, with the generator neural network, a probability of placing a map item for each subregion of a plurality of subregions of the region of the virtual map; and generating position data of map items for placement on the virtual map using the probability for each subregion. The input to the generator neural network comprises: map data comprising one or more channels of position information for at least a region of the virtual map, said one or more channels including at least one channel comprising road position information for the region; and a latent vector encoding a selection of a placement configuration.

Map information is exchanged between communication devices. A map of a geographical area is received. The map includes embedded interactive links that graphically represent points of interest within the geographical area. An embedded interactive link that graphically represents at least one point of interest is highlighted within the map. Responsive to selection of another embedded interactive link within the map that graphically represents another point of interest within the geographical area, the other embedded link within the map is highlighted. The map is transmitted, with the other embedded interactive link that graphically represents the other point of interest highlighted.

This invention relates to a navigation device (200) comprising: a processor (210) that is configured to generate a navigation map of a local environment (497); and a display (240) controllable by said processor (200) to display said navigation map and any markers (489) that relate to marked locations within said local environment (497); characterized in that the navigation device (200) further comprises: an indicator generation module (490) for generating an indicator (491) for each of any marked locations outside of said local environment, said processor (210) being responsive to said indicator generation module (490) to control said display (240) to display any generated indicators (491) in said navigation map (497). A method of generating a navigation map and a computer program are also disclosed.

A system includes a processor configured to determine a navigation instruction execution location within a predefined distance from a vehicle location. The processor is also configured to communicate with a wireless transceiver to receive information identifying an intervening turn-option location, between the execution location and vehicle location. The processor is further configured to determine a distance between the vehicle location and turn-option location and display the determined distance on a navigation display, until the vehicle passes the turn-option location.