Abstract: This document describes multi-modal platforms that receive multi-modal inputs and generates interactive experiences based on the inputs. In one aspect, a method includes receiving input data comprising one or more images of an area of a sports venue. A person is detected in the one or more images. Apparel information including at least one of a team identifier or player identifier on athletic apparel of the person is identifier in the one or more images. An interactive experience that includes a particular sports-related character is selected based at least on the apparel information. The interactive experience is initiated on an interactive display. The interactive experience includes video of the particular sports-related character delivering a message to the person.

Abstract: This document describes a platform that processes multi-modal inputs received from multiple sensors and initiates actions that cause the user to transition to a target state. In one aspect, a method includes detecting, based on data received from sensors, a current state of a user. A set of candidate states to which the user can transition from the current state is identified based on the current state. A target state for the user is selected based on the data received from the sensors and/or the current state of the user. For each of multiple candidate states, a probability at which the user will transition from the current state to the target state through the candidate state is determined. A next state for the user is selected based on the probabilities. One or more actions are determined and initiated to transition the user from the current state to the next state.

Abstract: This document describes multi-modal platforms that receive multi-modal inputs and generates interactive experiences based on the inputs. In one aspect, a method includes receiving input data comprising one or more images of an area of a sports venue. A person is detected in the one or more images. Apparel information including at least one of a team identifier or player identifier on athletic apparel of the person is identifier in the one or more images. An interactive experience that includes a particular sports-related character is selected based at least on the apparel information. The interactive experience is initiated on an interactive display. The interactive experience includes video of the particular sports-related character delivering a message to the person.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, that relate to obtaining data that indicates a time that a MAC address was detected at a temporary site, obtaining data that indicates a time that a MAC address was detected at a non-temporary site, obtaining data that indicates that a first interaction with a first item occurred at the temporary site, obtaining data that indicates that a second interaction with a second item occurred at the non-temporary site, determining, that the MAC addresses match, determining that the time that the MAC address was detected at the temporary site occurred before the time that a MAC address was detected at the non-temporary site, determining that the first item and the second item match, and classifying the detection of the MAC address at the non-temporary address as being caused by the temporary site.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, that relate to obtaining data that indicates a time that a MAC address was detected at a temporary site, obtaining data that indicates a time that a MAC address was detected at a non-temporary site, obtaining data that indicates that a first interaction with a first item occurred at the temporary site, obtaining data that indicates that a second interaction with a second item occurred at the non-temporary site, determining, that the MAC addresses match, determining that the time that the MAC address was detected at the temporary site occurred before the time that a MAC address was detected at the non-temporary site, determining that the first item and the second item match, and classifying the detection of the MAC address at the non-temporary address as being caused by the temporary site

Abstract: An action oriented social collaboration system monitors users' interactions with computer software applications. The system provides the interactions to a social networking system. The system publishes the interactions data to a social networking/collaboration interface viewable by members of a group, such as a project team. The system not only publishes data corresponding to a user's interactions with the computer software application, but also publishes the user's interactions with the computer software application to interfaces corresponding to other project team members as well.

Abstract: An enterprise activity pattern analysis system retrieves log data from a social networking system. The log data includes information characterizing user interactions with a team group space hosted by, or document uploaded to, the social networking system. The system analyzes the log data to detect patterns in the user interactions. The system embeds widgets into the group space and into the documents uploaded to the social networking system that provide visual representations of the pattern analysis.

Abstract: An action oriented social collaboration system monitors users' interactions with computer software applications. The system provides the interactions to a social networking system. The system publishes the interactions data to a social networking/collaboration interface viewable by members of a group, such as a project team. The system not only publishes data corresponding to a user's interactions with the computer software application, but also publishes the user's interactions with the computer software application to interfaces corresponding to other project team members as well.

Abstract: An enterprise activity pattern analysis system retrieves log data from a social networking system. The log data includes information characterizing user interactions with a team group space hosted by, or document uploaded to, the social networking system. The system analyzes the log data to detect patterns in the user interactions. The system embeds widgets into the group space and into the documents uploaded to the social networking system that provide visual representations of the pattern analysis.