Abstract: Systems and methods for frequency management, including: an online media service configured to: receive a request for a media item, the request including a recipient identifier; identify a set of candidate media items ranked by a set of matching criteria; a frequency management service configured to: perform a query against a lookup service, where the query includes (i) an entity identifier of at least one candidate media item of the set of candidate media items, and (ii) the recipient identifier; receive a response from the lookup service including a quantity of impressions associated with the entity identifier and the recipient identifier; identify a predefined frequency threshold; determine that the frequency threshold is exceeded and exclude the at least one candidate media item from a result set based on the determination; and provide the result set including an identifier of at least one other candidate media item.

Abstract: A system for intelligent multi-device content distribution based on associated internet protocol (IP) addressing, including: identifying, by a computer processor, first advertising content served to a first client device; identifying a first client device IP address associated with the first client device, where the first client device is linked to a household profile; submitting, to a content exchange service, a request for content placement opportunities; receiving content placement opportunities from the content exchange service, where one or more content placement opportunities identify at least a portion of a second client device IP address of a second client device; linking the second client device to the household profile; selecting second advertising content based on the first advertising content; and providing the second advertising content for the content placement opportunity to be displayed on the second client device.

Abstract: A system for relevant secondary-device content distribution based on associated internet protocol (IP) addressing, the system including: a computer processor; and a content engine executing on said computer processor and configured to: identify at least a portion of an internet protocol (IP) address associated with a computing device; build a household profile based at least on the demographic information associated with the IP address; determine that the computing device is a non-mobile television client; assign the non-mobile television client to the household profile; receive a set of content requests from a second computing device; assign, based on a proportion of the content requests exceeding the predefined threshold, the second computing device to the household profile; and provide relevant content for the second computing device and the non-mobile television client based on the demographic information.

Abstract: A system for executing thin client applications, the system configured to: generate, by a thin client application executing on a client computing device, an initial content request identifying a platform; send the initial content request to a content provider; receive platform-independent initial content from the content provider in response to the initial content request; display the initial content on the client computing device; detect a user input associated with the initial content; send a user engagement request for secondary content; receive user-interactive secondary content server-side rendered in a platform-dependent format of the client computing device based on the platform identification; and display the secondary content on the display component.

Abstract: A system for executing thin client applications, the system configured to: generate, by a thin client application executing on a client computing device, an initial content request identifying a platform; send the initial content request to a content provider; receive platform-independent initial content from the content provider in response to the initial content request; display the initial content on the client computing device; detect a user input associated with the initial content; send a user engagement request for secondary content; receive user-interactive secondary content server-side rendered in a platform-dependent format of the client computing device based on the platform identification; and display the secondary content on the display component.

Abstract: A system for intelligent multi-device content distribution based on associated internet protocol (IP) addressing, including: identifying, by a computer processor, first advertising content served to a first client device; identifying a first client device IP address associated with the first client device, where the first client device is linked to a household profile; submitting, to a content exchange service, a request for content placement opportunities; receiving content placement opportunities from the content exchange service, where one or more content placement opportunities identify at least a portion of a second client device IP address of a second client device; linking the second client device to the household profile; selecting second advertising content based on the first advertising content; and providing the second advertising content for the content placement opportunity to be displayed on the second client device.

Abstract: A system for relevant secondary-device content distribution based on associated internet protocol (IP) addressing, the system including: a computer processor; and a content engine executing on said computer processor and configured to: identify at least a portion of an internet protocol (IP) address associated with a computing device; build a household profile based at least on the demographic information associated with the IP address; determine that the computing device is a non-mobile television client; assign the non-mobile television client to the household profile; receive a set of content requests from a second computing device; assign, based on a proportion of the content requests exceeding the predefined threshold, the second computing device to the household profile; and provide relevant content for the second computing device and the non-mobile television client based on the demographic information.

Abstract: A system for intelligent multi-device content distribution based on associated internet protocol (IP) addressing, including: identifying, by a computer processor, first advertising content served to a first client device; identifying a first client device IP address associated with the first client device, where the first client device is linked to a household profile; submitting, to a content exchange service, a request for content placement opportunities; receiving content placement opportunities from the content exchange service, where one or more content placement opportunities identify at least a portion of a second client device IP address of a second client device; linking the second client device to the household profile; selecting second advertising content based on the first advertising content; and providing the second advertising content for the content placement opportunity to be displayed on the second client device.

Abstract: A system for relevant secondary-device content distribution based on associated internet protocol (IP) addressing, the system including: a computer processor; and a content engine executing on said computer processor and configured to: identify at least a portion of an internet protocol (IP) address associated with a computing device; build a household profile based at least on the demographic information associated with the IP address; determine that the computing device is a non-mobile television client; assign the non-mobile television client to the household profile; receive a set of content requests from a second computing device; assign, based on a proportion of the content requests exceeding the predefined threshold, the second computing device to the household profile; and provide relevant content for the second computing device and the non-mobile television client based on the demographic information.

Abstract: System and methods for intuitive search operation results using machine learning including: identifying a first candidate content item matching a content item search request; identifying a first content item model corresponding to the first candidate content item including word vector collaborative filtering representations of the first candidate content item; identifying a set of content item models where each: is associated with at least one corresponding available content item, and includes word vector collaborative filtering representations; applying deep neural learning to compare the first content item model with the set of content item models to generate a subset of the content item models most relevant to the first content item model; generating a result set of available content items corresponding to the subset of the content item models most relevant to the first content item model; and providing the result set of available content items.

Abstract: A system for executing thin client applications, the system configured to: generate, by a thin client application executing on a client computing device, an initial content request identifying a platform; send the initial content request to a content provider; receive platform-independent initial content from the content provider in response to the initial content request; display the initial content on the client computing device; detect a user input associated with the initial content; send a user engagement request for secondary content; receive user-interactive secondary content server-side rendered in a platform-dependent format of the client computing device based on the platform identification; and display the secondary content on the display component.

Abstract: System and methods for cold-starting content on a platform using machine learning including: identifying content metadata and contextual data both corresponding to a target content item; generating a target content item model by applying deep neural learning that: applies a word vector embedding operation to the content metadata to generate a collaborative filtering representation of the content metadata, applies a word vector embedding operation to the contextual data to generate a collaborative filtering representation of the contextual data, and bridges the collaborative filtering representations of the content metadata and the contextual data to generate the target content item model; applying deep neural learning to compare the target content item model with a set of existing content item models; determining cold-start characteristics of the target content item based on the comparison; and providing the cold-start characteristics for distribution management of the target content item.

Abstract: A system for intelligent multi-device content distribution based on associated internet protocol (IP) addressing, including: identifying, by a computer processor, first advertising content served to a first client device; identifying a first client device IP address associated with the first client device, where the first client device is linked to a household profile; submitting, to a content exchange service, a request for content placement opportunities; receiving content placement opportunities from the content exchange service, where one or more content placement opportunities identify at least a portion of a second client device IP address of a second client device; linking the second client device to the household profile; selecting second advertising content based on the first advertising content; and providing the second advertising content for the content placement opportunity to be displayed on the second client device.

Abstract: A system for relevant secondary-device content distribution based on associated internet protocol (IP) addressing, the system including: a computer processor; and a content engine executing on said computer processor and configured to: identify at least a portion of an internet protocol (IP) address associated with a computing device; build a household profile based at least on the demographic information associated with the IP address; determine that the computing device is a non-mobile television client; assign the non-mobile television client to the household profile; receive a set of content requests from a second computing device; assign, based on a proportion of the content requests exceeding the predefined threshold, the second computing device to the household profile; and provide relevant content for the second computing device and the non-mobile television client based on the demographic information.

Abstract: A system for relevant secondary-device content distribution based on associated internet protocol (IP) addressing, the system including: a computer processor; and a content engine executing on said computer processor and configured to: identify at least a portion of an internet protocol (IP) address associated with a computing device; build a household profile based at least on the demographic information associated with the IP address; determine that the computing device is a non-mobile television client; assign the non-mobile television client to the household profile; receive a set of content requests from a second computing device; assign, based on a proportion of the content requests exceeding the predefined threshold, the second computing device to the household profile; and provide relevant content for the second computing device and the non-mobile television client based on the demographic information.

Abstract: A system for intelligent multi-device content distribution based on associated internet protocol (IP) addressing, including: identifying, by a computer processor, first advertising content served to a first client device; identifying a first client device IP address associated with the first client device, where the first client device is linked to a household profile; submitting, to a content exchange service, a request for content placement opportunities; receiving content placement opportunities from the content exchange service, where one or more content placement opportunities identify at least a portion of a second client device IP address of a second client device; linking the second client device to the household profile; selecting second advertising content based on the first advertising content; and providing the second advertising content for the content placement opportunity to be displayed on the second client device.

Abstract: A system for executing thin client applications, the system configured to: generate, by a thin client application executing on a client computing device, an initial content request identifying a platform; send the initial content request to a content provider; receive platform-independent initial content from the content provider in response to the initial content request; display the initial content on the client computing device; detect a user input associated with the initial content; send a user engagement request for secondary content; receive user-interactive secondary content server-side rendered in a platform-dependent format of the client computing device based on the platform identification; and display the secondary content on the display component.