International Business Machines Corporation

Maryam Ahmed

Kimberly Dawn McCall

Al Chakra

Michael Scott Thomason

Matthew Charles Hillary

Trudy L Hewitt

Tong Yu

M Scott Thomason

Prasad Lakshmi Imandi

System, method, and computer program product to perform an operation, the operation including: defining a timing schedule for publishing a set of items of content in a first content class and a second content class for publication based on a content class ratio and corresponding scores of the set of items of content, publishing, by operation of one or more computer processors and according to a first method, the set of items of content on a social media platform based on the timing schedule, monitoring a plurality of metrics for the set of items of content, and modifying the content class ratio upon determining that the content class ratio impacts the plurality of metrics.

Optimize follower and search relevancy ratio

Mechanisms are provided for tracking link sharing in a messaging environment of a data processing system. Message information is received that identifies a plurality of links to content included in one or more messages exchanged via the data processing system. A relationship measure is determined based on the message information. The relationship measure measures a likelihood that a first link is related to a second link in the plurality of links and points to a same source of content. An association data structure associating the first link with the second link is generated based on the relationship measure. User interactions with the first link and the second link are tracked based on the generated association data structure.

Tracking interactions with forwarded links by evaluating similarity of forwarded links and evaluating a chain of forwarding

Embodiments of the present invention disclose a method, computer program product, and system for providing a severity of a notification for a communication. A computing device determines a topic and associated information of a current activity, operating on the computing device. The computing device receives a communication and determines the topic and associated information of the communication. The computing device determines a level of relevance between the topic and associated information of the received communication and the topic and associated information of the current activity. The computing device determines whether the level of relevance exceeds a predefined threshold, and in response to determining that the level of relevance exceeds the predefined threshold, the computing device provides a notification, wherein the severity of the notification for the communication is proportional to the level of relevance.

Enhanced notification for relevant communications

System, method, and computer program product to perform an operation, the operation comprising publishing a content according to a content class ratio and a content impact on each of a plurality of metrics.

A method, computer program product, and computer system for dynamic webpage change animation. A computer system detects one or more items that are changed on a second version of a webpage relative to a first version of the webpage. The computer system determines an animation order based on user environment. And, on the first version of the webpage and a template for generating the second version of the webpage, the computer system animates changes of the one or more items, according to the animation order.

Dynamic webpage change animation

A computer-implemented method, system and computer program product providing ordered search results within a search engine. Items are retrieved from a network satisfying search criteria provided by a user. Computer-related activities performed by the user, including social networking activities, are determined, and the retrieved items are ranked based on the computer-related activities. The ranking of the retrieved items is dependent upon whether any retrieved item has been referenced by the social networking activities of the user, and the search results are provided including the retrieved items in order of the ranking.

Relevancy ranking of search results in a network based upon a user's computer-related activities

Computer apparatus, system and method maintain a database of hyperlinks associated with activities and inactions in the past of a user. From a current work space of the user, a recommendation engine searches the database to retrieve hyperlinks based on user-specified context and topic. The recommendation engine displays recommended hyperlinks (candidates) and enables the user to filter the recommended hyperlinks by original source, activity metric or other relevance. To form and maintain the database, a context analysis engine captures activity content links. Each activity content link has a respective hyperlink associated with an activity/inaction of the user. The context analysis engine generates a metric based on the activity and records the respective hyperlink in the database along with the metric. The recommendation engine and context analysis engine may, on user command, further search social media or social networks in order to make hyperlink recommendations to the user.

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Vaughan, Canada

Maryam Ahmed