Abstract: Techniques for expense report submission are disclosed. An expense report submission system receives, via a graphical user interface, a user query that corresponds to requesting whether a particular expense is allowed. The expense report submission system applies the user query to a machine learning model configured to evaluate data associated with expenses against one or more expense policy rules. The expense report submission system generates a response to the user query based at least on a result of applying the user query to the machine learning model. The response to the user query indicates whether the expense is allowed based at least on the expense reporting rule(s). The expense report submission system presents, in the graphical user interface, the response to the user query.

Abstract: Techniques for expense report submission are disclosed. An expense report submission system receives, via a graphical user interface, a user query that corresponds to requesting whether a particular expense is allowed. The expense report submission system applies the user query to a machine learning model configured to evaluate data associated with expenses against one or more expense policy rules. The expense report submission system generates a response to the user query based at least on a result of applying the user query to the machine learning model. The response to the user query indicates whether the expense is allowed based at least on the expense reporting rule(s). The expense report submission system presents, in the graphical user interface, the response to the user query.

Abstract: Techniques for expense report submission are disclosed. An expense report submission system receives, via a graphical user interface, a user query that corresponds to requesting whether a particular expense is allowed. The expense report submission system applies the user query to a machine learning model configured to evaluate data associated with expenses against one or more expense policy rules. The expense report submission system generates a response to the user query based at least on a result of applying the user query to the machine learning model. The response to the user query indicates whether the expense is allowed based at least on the expense reporting rule(s). The expense report submission system presents, in the graphical user interface, the response to the user query.

Abstract: A network system facilitates management of the operational states of transportation vehicles. Within a system environment, the network system also coordinates transport service between service providers operating the transportation vehicles and service requestors operating client devices. A transportation vehicle includes a processor or computing device that can determine and change operational states of the transportation vehicle. The transportation vehicle communicates operational states to one or more devices in the environment. Operational states can be communicated as vehicle datasets using a communication port of the transportation vehicle. The network system and client devices can act to enhance transport service using vehicle datasets. For example, the network system and/or client devices can manage an operational state by changing the current operational state off the transportation vehicle to a different operational state.

Abstract: Techniques for generating an expense report are disclosed. An expense report generation system monitors one or more data sources to obtain data corresponding to an employee's target activity. The expense report generation system compares the data corresponding to the employee's target activity with an expense trigger. The expense trigger includes one or more conditions that, when satisfied, identify an expense associated with the employee's target activity. The expense report generation system determines that the data corresponding to the employee's target activity satisfies the expense trigger. Responsive to determining that the data corresponding to the employee's target activity satisfies the expense trigger, the expense report generation system generates an expense description for the expense. The expense report generation system generates an expense report including the expense description.

Abstract: Techniques for real-time expense auditing and machine learning are disclosed. An expense auditing system trains a machine learning model to compute audit risk scores as a function of expense descriptions. The auditing system receives an expense description associated with an employee. The expense auditing system computes, using the trained machine learning model, an audit risk score associated with the expense description. The expense auditing system compares the audit risk score with an audit trigger. The audit trigger includes one or more conditions that, when satisfied, identifies expense descriptions that are at risk of being audited. The expense auditing system determines that the audit risk score satisfies the audit trigger. Responsive to determining that the audit risk score satisfies the audit trigger, the expense auditing system alerts the employee that the expense description is at risk of being audited.

Abstract: Techniques for expense report submission are disclosed. An expense report submission system receives, via a graphical user interface, a user query that corresponds to requesting whether a particular expense is allowed. The expense report submission system applies the user query to a machine learning model configured to evaluate data associated with expenses against one or more expense policy rules. The expense report submission system generates a response to the user query based at least on a result of applying the user query to the machine learning model. The response to the user query indicates whether the expense is allowed based at least on the expense reporting rule(s). The expense report submission system presents, in the graphical user interface, the response to the user query.

Abstract: Techniques for presenting an expense report reviewing interface are disclosed. An expense auditing system receives expense descriptions associated with expenses incurred by one or more employees. The expense auditing system determines associations between the expense descriptions and geographical locations where the expenses were incurred. The expense auditing system presents a graphical user interface that includes: (a) a geographical map representing the geographical locations where the expenses were incurred; and (b) an expense auditing overlay that, based at least on the associations between the expense descriptions and the geographical locations where the expenses were incurred, visually associates the expenses with corresponding locations on the geographical map.

Abstract: A network system coordinates transport service between service providers operating transportation vehicles and service requestors operating client devices in a system environment. A transportation vehicle includes a processor or computing device that can determine and change operational states of the transportation vehicle. The transportation vehicle communicates the operational states to one or more devices. The operational states can be communicated as vehicle datasets using a communication port of the transportation vehicle. The network system and client devices can act to enhance transport service using vehicle datasets. For example, the network system can select a particular service provider to provide transport service to a service requestor based on the vehicle dataset for the transportation vehicle operated by the particular service provider. Transport service can also be enhanced at various points during the transport service coordination using other methods.

Abstract: A network system facilitates management of the operational states of transportation vehicles. Within a system environment, the network system also coordinates transport service between service providers operating the transportation vehicles and service requestors operating client devices. A transportation vehicle includes a processor or computing device that can determine and change operational states of the transportation vehicle. The transportation vehicle communicates operational states to one or more devices in the environment. Operational states can be communicated as vehicle datasets using a communication port of the transportation vehicle. The network system and client devices can act to enhance transport service using vehicle datasets. For example, the network system and/or client devices can manage an operational state by changing the current operational state off the transportation vehicle to a different operational state.

Abstract: A content delivery system includes: a registration module configured to identify a registration type for calibrating a current location of a device; a tracker module, coupled to the registration module, configured to track a subject of interest based on a context; a source module, coupled to the tracker module, configured to determine an information source based on the registration type; and a content module, coupled to the source module, configured to generate an overlay content based on the information source for displaying the overlay content for the subject of interest on the device.

Abstract: A telecommunication device configured to perform at least one of adjusting a network polling frequency, prompting a user to select one of a plurality of networks, automatically connecting to one of the networks, or automatically disconnecting from one of the networks is described herein. The telecommunication device performs the adjusting, prompting, or connecting based at least on received device data or network data that is associated with the networks.

Abstract: A telecommunication device configured to perform at least one of adjusting a network polling frequency, prompting a user to select one of a plurality of networks, automatically connecting to one of the networks, or automatically disconnecting from one of the networks is described herein. The telecommunication device performs the adjusting, prompting, or connecting based at least on received device data or network data that is associated with the networks.

Abstract: A method of operation of a display system includes: receiving a recap request for a source media; generating source content descriptors for the source media with a control unit; extracting a source recap segment from the source media based on correlation of the source content descriptors with a recap theme associated with the recap request; and generating a custom recap with the source recap segment for displaying on a device.

Abstract: A telecommunication device configured to perform at least one of adjusting a network polling frequency, prompting a user to select one of a plurality of networks, automatically connecting to one of the networks, or automatically disconnecting from one of the networks is described herein. The telecommunication device performs the adjusting, prompting, or connecting based at least on received device data or network data that is associated with the networks.

Abstract: A telecommunication device configured to perform at least one of adjusting a network polling frequency, prompting a user to select one of a plurality of networks, automatically connecting to one of the networks, or automatically disconnecting from one of the networks is described herein. The telecommunication device performs the adjusting, prompting, or connecting based at least on received device data or network data that is associated with the networks.

Abstract: A user interface presents a plurality of items configured as a stack in a display of a device. The stack is scrollable in a direction oblique to a plane of the display for successively viewing the items in the stack. Some implementations provide for control of the user interface based on input from a finger position sensor or a slider.

Abstract: A computing system includes a content analysis module configured to detect a content-of-interest; a tracking module, coupled to the content analysis module, configured to identifying a user-location relative to the content-of-interest; a device selection module, coupled to the tracking module, configured to determine an alert device identification based on a viewing area and the user-location for accessing a device; and an alert module, coupled to the device selection module, configured to generate an active-content notification with the alert device identification regarding the content-of-interest for displaying on the device.

Abstract: A method of operation of a display system includes: a display interface configured to display an image; a control unit, coupled to the display interface, configured to: determine location parameters around the display interface; and provide an extended image based on the location parameters.

Abstract: A method of operation of a display system includes: receiving a recap request for a source media; generating source content descriptors for the source media with a control unit; extracting a source recap segment from the source media based on correlation of the source content descriptors with a recap theme associated with the recap request; and generating a custom recap with the source recap segment for displaying on a device.