Mobile search based on predicted location

A system comprising:

• one or more hardware processors;
• and
• a memory device storing instructions that, when executed by the one or more hardware processors, cause the one or more hardware processors to perform operations comprising:
• receiving, from a computing device, one or more search terms;
• predicting a location based on a location history associated with the computing device, the predicting comprising:
• identifying one or more destination elements in a geographic region;
• determining probabilities that the one or more destination elements are a future location of the computing device;
• and
• identifying the predicted location based on the probabilities;
• creating a trajectory-aware search query based on the one or more search terms and the predicted location;
• triggering a search engine to perform a search using the trajectory-aware search query to obtain one or more trajectory-aware search results;
• triggering the search engine to perform a search using a trajectory-unaware search query to obtain one or more trajectory-unaware search results, the trajectory-unaware query being based on the one or more search terms without the predicted location;
• and
• causing display of the one or more trajectory-unaware search results and the one or more trajectory-aware search results on the computing device, the trajectory-unaware search results being displayed visually different than the trajectory aware search results.

A storage medium storing instructions that, when executed by one or more hardware processors, causes the one or more hardware processors to perform operations comprising:

• receiving, from a computing device, one or more search terms;
• predicting a location based on a location history associated with the computing device, the predicting comprising:
• identifying one or more destination elements in a geographic region;
• determining probabilities that the one or more destination elements are a future location of the computing device;
• and
• identifying the predicted location based on the probabilities;
• creating a trajectory-aware search query based on the one or more search terms and the predicted location;
• triggering a search engine to perform a search using the trajectory-aware search query to obtain one or more trajectory-aware search results;
• triggering the search engine to perform a search using a trajectory-unaware search query to obtain one or more trajectory-unaware search results, the trajectory-unaware query being based on the one or more search terms without the predicted location;
• and
• causing display of the one or more trajectory-unaware search results and the one or more trajectory-aware search results on the computing device, the trajectory-unaware search results being displayed visually different than the trajectory aware search results.