Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for limiting provision and display of redundant digital components on a client. Methods can include storing, by a client device, a list of digital components specifying digital components available for provision to the client device. For a first digital component received within a first application, the client device detects a set of signals specifying a first user interaction with the first digital component and a second user interaction with content provided in response to the first user interaction. Based on whether an affirmative user action was performed, the client device can modify the list of digital components. When a request to access a content page within a second application is received, the client device can receive the second digital component, which can be selected from among digital components included on the modified list of digital components.

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for limiting provision and display of redundant digital components on a client. Methods can include storing, by a client device, a list of digital components specifying digital components available for provision to the client device. For a first digital component received within a first application, the client device detects a set of signals specifying a first user interaction with the first digital component and a second user interaction with content provided in response to the first user interaction. Based on whether an affirmative user action was performed, the client device can modify the list of digital components. When a request to access a content page within a second application is received, the client device can receive the second digital component, which can be selected from among digital components included on the modified list of digital components.

In an embodiment, the disclosure provides computer-implemented systems and methods for providing graph-based recommendations of digital media collaborators for content creators. In an embodiment, the disclosure provides computers programmed to implement a networked, online platform for facilitating collaboration between content creators. In an example embodiment, the platform provides a system for recommending a collaborator for a particular content creator to create content with, of a specific content type. In another example embodiment, the platform provides a system for recommending a collaborator for a particular content creator to create content with, without restricting the content type, using a community detection algorithm. In embodiments, recommendations may be made partly based on centrality measures of creator nodes on a network graph programmatically calculated between content nodes of that network graph, or content nodes of a community detected in the network graph. Recommendations may also be informed by characterizations of followers of content creators.

In an embodiment, the disclosure provides computer-implemented systems and methods for providing graph-based recommendations of digital media collaborators for content creators. In an embodiment, the disclosure provides computers programmed to implement a networked, online platform for facilitating collaboration between content creators. In an example embodiment, the platform provides a system for recommending a collaborator for a particular content creator to create content with, of a specific content type. In another example embodiment, the platform provides a system for recommending a collaborator for a particular content creator to create content with, without restricting the content type, using a community detection algorithm. In embodiments, recommendations may be made partly based on centrality measures of creator nodes on a network graph programmatically calculated between content nodes of that network graph, or content nodes of a community detected in the network graph. Recommendations may also be informed by characterizations of followers of content creators.

Aspects described provide systems and methods that relate generally to image analysis and, more specifically, identifying individual components and elements in an image. The systems and methods include a valuation application executing one or more application program interfaces (APIs) communicating with one or more websites via a network, where the user is prompted to enter information and/or take pictures or videos of their vehicle that they would like to sell. The valuation application utilizes a machine learning model to identify and value the various vehicle components within the images and videos. Based on the machine learning model, the valuation application identifies each component according to the images and videos and performs a search to determine the value of the components identified. The valuation application tabulates and summarizes the vehicle component resale values and resell information for the user to view.

Aspects described provide systems and methods that relate generally to image analysis and, more specifically, identifying individual components and elements in an image. The systems and methods include a valuation application executing one or more application program interfaces (APIs) communicating with one or more websites via a network, where the user is prompted to enter information and/or take pictures or videos of their vehicle that they would like to sell. The valuation application utilizes a machine learning model to identify and value the various vehicle components within the images and videos. Based on the machine learning model, the valuation application identifies each component according to the images and videos and performs a search to determine the value of the components identified. The valuation application tabulates and summarizes the vehicle component resale values and resell information for the user to view.

A tour group member gathering device includes a processing unit, an interface unit, a communication unit, and a map unit. The processing unit is connected to all units and controls all units accordingly. When the processing unit receives tour group member location information from the communication unit, the processing unit marks a current location and a tour group member location on map information generated by the map unit according to current location information and the tour group member location information. When marked event information is generated by the interface unit, the processing unit also generates a marked event location and a marked event message on the map information according to the marked event information. As the map information, the marked event information and the current location are displayed through the interface unit, a tour group member is able to effectively locate and communicate with other members of the tour group.

Systems and methods are provided for filtering vehicle search results for an upcoming trip are described. In one example, a vehicle access platform receives a search query to view vehicles for an upcoming trip. The vehicle access platform includes an adverse outcome prediction engine and an access controller. The adverse outcome prediction engine predicts an outcome of an upcoming trip based on at least one of user information, vehicle information, or trip information. The access controller controls access, by the vehicle access platform, to available vehicles for an upcoming trip by returning to the client device filtered search results for a subset of the available vehicles that does not include prevented vehicles.

Systems and methods are provided for filtering vehicle search results for an upcoming trip are described. In one example, a vehicle access platform receives a search query to view vehicles for an upcoming trip. The vehicle access platform includes an adverse outcome prediction engine and an access controller. The adverse outcome prediction engine predicts an outcome of an upcoming trip based on at least one of user information, vehicle information, or trip information. The access controller controls access, by the vehicle access platform, to available vehicles for an upcoming trip by returning to the client device filtered search results for a subset of the available vehicles that does not include prevented vehicles.

A tool and associated functionality are described for efficiently obtaining information regarding local goods and services as well as making associated arrangements. The tool includes a system (100) for accessing and using a Wi-Fi hotspot (102). The hotspot (102) allows a user device (104) to access portals (116) of a network (114), such as the Internet, via a gateway (106) of the hotspot (102). The tool then monitors (204) the operation of the user device (104) to identify a condition that indicates a captive portal issue. In response, the tool transmits (208) a trip message to the gateway (106). The user device (104) then receives a challenge from the gateway. Once the challenge has been satisfied, the tool establishes a connection to a network portal (116). The tool may access the portal (116) to download local information such as search results, mapping information, or the like.