Abstract: A network device applies Hebbian-based learning to provide content recommendations in content-based social networks.

Abstract: A device includes a display unit that displays a tile display comprising multiple rows and columns of tiles upon a display unit of a device, wherein each of the tiles represents an item of content or a group of items of content. The device associates multiple different linear axes with the tile display, wherein the multiple different linear axes intersect at a center tile of the tile display and wherein multiple different properties are associated with the center tile. The device receives user input associated with selecting one of the linear axes of the tile display; identifies a search parameter based on the selected one of the linear axes and based on at least one of the multiple different properties associated with the center tile; and causes the tile display to include search results resulting from a search of the content catalog with the identified search parameter.

Abstract: A network device applies Hebbian-based learning to provide content recommendations in content-based social networks.

Abstract: A device includes a display unit that displays a tile display comprising multiple rows and columns of tiles upon a display unit of a device, wherein each of the tiles represents an item of content or a group of items of content. The device associates multiple different linear axes with the tile display, wherein the multiple different linear axes intersect at a center tile of the tile display and wherein multiple different properties are associated with the center tile. The device receives user input associated with selecting one of the linear axes of the tile display; identifies a search parameter based on the selected one of the linear axes and based on at least one of the multiple different properties associated with the center tile; and causes the tile display to include search results resulting from a search of the content catalog with the identified search parameter.

Abstract: A method, a device, and a non-transitory storage medium are described in which a priming-based search and discovery service for contents uses a weighted graph that stores metadata pertaining to the contents, activation values, threshold values, and a distance parameter that limits the search space relative to primed nodes of the weighted graph that are relevant to search terms.

Abstract: Techniques described herein may be used to improve recommendations that are provided to a user regarding content (e.g., images, music, and videos). A content recommendations server may provide a user with recommended content and the reasons for which the content is being recommended, such as genres, directors, and actors that the content recommendations server believes the user enjoys. The user may provide feedback to the content recommendations server regarding the recommendations themselves and also regarding the reasons for which the content was recommended. The content recommendations server may use the feedback to improve subsequent recommendations to the user.

Abstract: A network device applies Hebbian-based learning to provide content recommendations in content-based social networks.

Abstract: Systems and methods for scoring and using popularity of entities in a media-content-based social network to provide a media service are disclosed herein. An exemplary system assigns popularity scores to a plurality of entities included in a media-content-based social network, the popularity scores including a first popularity score assigned to a first entity included in the plurality of entities and a second popularity score assigned to a second entity included in the plurality of entities, detects an operation in the media-content-based social network, adjusts, in response to the detection of the operation in the media-content-based social network, the second popularity score of the second entity by an amount proportional to the first popularity score of the first entity at a time of the operation, and customizes a media service based at least in part on the popularity scores of the plurality of entities included in the media-content-based social network.

Abstract: Techniques described herein may be used to improve recommendations that are provided to a user regarding content (e.g., images, music, and videos). A content recommendations server may provide a user with recommended content and the reasons for which the content is being recommended, such as genres, directors, and actors that the content recommendations server believes the user enjoys. The user may provide feedback to the content recommendations server regarding the recommendations themselves and also regarding the reasons for which the content was recommended. The content recommendations server may use the feedback to improve subsequent recommendations to the user.

Abstract: A device includes a display unit that displays a tile display comprising multiple rows and columns of tiles upon a display unit of a device, wherein each of the tiles represents an item of content or a group of items of content. The device associates multiple different linear axes with the tile display, wherein the multiple different linear axes intersect at a center tile of the tile display and wherein multiple different properties are associated with the center tile. The device receives user input associated with selecting one of the linear axes of the tile display; identifies a search parameter based on the selected one of the linear axes and based on at least one of the multiple different properties associated with the center tile; and causes the tile display to include search results resulting from a search of the content catalog with the identified search parameter.

Abstract: Techniques for universal content traceability are presented. A piece of content is tagged with one or more content identifiers and with a unique instance identifier. The content also is tagged with content and instance-level metadata. The tagged information is maintained with the document and separately from the document in a centralized or distributed database system or table. As operations are performed on the content, the tagged information may be updated as necessary. The content can then use the tagged information in connection with the database to trace its origins and history during its lifecycle.

Abstract: Techniques for content services are provided. Documents are managed from their native storage locations. Access to portions of the documents is provided via separate addressable references. Principals access and annotate the portions of the documents remotely. Identity and policy restrictions are enforced against access from the native storage locations.

Abstract: Apparatus, systems, and methods may operate to receive a request to access a file from a client node at one of a plurality of lookup nodes, the lookup nodes storing portions of a distributed table having lookup information associated with the file. The distributed table, which may comprise a distributed hash table, includes replicated references to virtualized and non-virtualized file elements of varied granularity in a unified file system. Additional activity may comprise forwarding the request to another one of the lookup nodes until the lookup information is located, or chaining the request to one of the plurality of lookup nodes and implementing activity that has been requested. Additional apparatus, systems, and methods are disclosed.

Abstract: Techniques for dynamic collaboration are provided. A main collaboration session having multiple interacting parties proceeds in a sequential and linear fashion. An element of the main collaboration session, where the element is not a last or most recent element of the main collaboration session, is acted upon and a sub communication session is initiated. The main collaboration session and the sub communication session proceed independent of one another but remained linked and can be later re-integrated with one another.

Abstract: Techniques for securing content in an untrusted environment are provided. Content is encrypted and stored with a content delivery service in an encrypted format. Encrypted versions of a content encryption/decryption key and a first key are also housed and distributed by the content delivery service. The first key is used to decrypt the encrypted version of the content encryption/decryption key. The content delivery service is unaware of the content encryption/decryption key and the first key; and the content held by the content delivery service is encrypted with the content encryption/decryption key. Principals securely share, create, manage, and retrieve the encrypted versions of the content encryption/decryption key and the first key from the content delivery service using secure communications. The encrypted content is obtainable via insecure communications from the content delivery service.

Abstract: Apparatus, systems, and methods may operate to receive a request to access a file from a client node at one of a plurality of lookup nodes, the lookup nodes storing portions of a distributed table having lookup information associated with the file. The distributed table, which may comprise a distributed hash table, includes replicated references to virtualized and non-virtualized file elements of varied granularity in a unified file system. Additional activity may comprise forwarding the request to another one of the lookup nodes until the lookup information is located, or chaining the request to one of the plurality of lookup nodes and implementing activity that has been requested. Additional apparatus, systems, and methods are disclosed.

Abstract: Techniques for universal content traceability are presented. A piece of content is tagged with one or more content identifiers and with a unique instance identifier. The content also is tagged with content and instance-level metadata. The tagged information is maintained with the document and separately from the document in a centralized or distributed database system or table. As operations are performed on the content, the tagged information may be updated as necessary. The content can then use the tagged information in connection with the database to trace its origins and history during its lifecycle.

Abstract: Techniques for accessing remote files are presented. A local user, via a local client, requests access to a file. A local file system determines that the file is associated with a junction. The junction is resolved and an associated remote file system is contacted by the local file system to acquire results for the request. The local file system then delivers the results to the local user via the local client.

Abstract: Techniques for content services are provided. Documents are managed from their native storage locations. Access to portions of the documents is provided via separate addressable references. Principals access and annotate the portions of the documents remotely. Identity and policy restrictions are enforced against access from the native storage locations.

Abstract: Techniques for accessing remote files are presented. A local user, via a local client, requests access to a file. A local file system determines that the file is associated with a junction. The junction is resolved and an associated remote file system is contacted by the local file system to acquire results for the request. The local file system then delivers the results to the local user via the local client.