Abstract: Exemplary embodiments described in this disclosure are generally directed to systems and methods for receiving a ride request from a user of a user device and utilizing an imaging system located in a vehicle of a ride service to capture an image of a seating area of the vehicle. The image is processed by a processor to identify a seat occupancy status and generate a seat availability diagram based on the seat occupancy status. The seat availability diagram is transmitted to the user device, and the user is prompted to either select a seat by using the seat availability diagram or to allow the system to assign any seat in the vehicle. If a seat selection is made, the system responds by reserving the selected seat and may further provide instructions to the user for entering the vehicle through a specific door located closest to the selected seat.

Abstract: From detecting a marker detected in an image, a physical object on which the marker is provided can be identified. Based on a determining a location of the marker in the physical world, a location and an orientation of the physical object can be determined.

Abstract: A system for ranking search results can be utilized to make a search engine more effective in finding relevant search results. In embodiments, an e-commerce search engine can identify one or more generic identifiers and one or more nonessential search terms in a search query. The nonessential search terms can be disregarded to generate a set of candidate search results from a product and/or service index.

Abstract: Techniques for performing query-dependent and content-class (e.g., with product class as a subset, in which content class can be based on a product class in an example implementation) based ranking are disclosed in accordance with some embodiments. In some embodiments, a process for performing query-dependent and content-class based ranking includes receiving a query for a search for content on a web site; performing a query-dependent and content-class based ranking of content available on the web site (e.g., using a processor); and returning a ranked list of content based at least in part on the query-dependent and content-class based ranking of content available on the web site in response to the query.

Abstract: A system for ranking search results can be utilized to make a search engine more effective in finding relevant search results. In embodiments, an e-commerce search engine can identify one or more generic identifiers and one or more nonessential search terms in a search query. The nonessential search terms can be disregarded to generate a set of candidate search results from a product and/or service index.

Abstract: Techniques for performing query-dependent and content-class (e.g., with product class as a subset, in which content class can be based on a product class in an example implementation) based ranking are disclosed in accordance with some embodiments. In some embodiments, a process for performing query-dependent and content-class based ranking includes receiving a query for a search for content on a web site; performing a query-dependent and content-class based ranking of content available on the web site (e.g., using a processor); and returning a ranked list of content based at least in part on the query-dependent and content-class based ranking of content available on the web site in response to the query.