Abstract: A method includes: creating, by a computing device, a virtual consolidation layer; replicating, by the computing device, snippets that are results of a query; copying, by the computing device, the replicated snippets to the virtual consolidation layer; performing, by the computing device and by a machine learning model, matching of particular ones of the snippets in the virtual consolidation layer; and producing, by the computing device, a search result comprising the matched snippets.

Abstract: A method for reorganizing unread content in a social networking system may include identifying a plurality of content elements associated with a first user of a social networking system and identifying from the plurality of content elements a plurality of unread content elements associated with the first user. Typically, a score of each of the plurality of each of the plurality of unread content elements is then determined. Thereafter, one or more of the plurality of unread content elements are provided based on the scores of the plurality of unread content elements to a computing device of the first user for display.

Abstract: According to embodiments of the present invention, machines, systems, methods and computer program products for analyzing data sources for inactive data are presented. Data accesses within one or more data sources are monitored, and data access information is generated based on the monitored data accesses, wherein the data access information indicates accessed and non-accessed data within the one or more data sources. The data access information is applied to a profile to identify inactive data within the one or more data sources, wherein the profile includes one or more criteria for determining inactive data including a time interval for data access. Notifications of the identified inactive data within the one or more data sources are generated.

Abstract: According to embodiments of the present invention, machines, systems, methods and computer program products for analyzing data sources for inactive data are presented. Data accesses within one or more data sources are monitored, and data access information is generated based on the monitored data accesses, wherein the data access information indicates accessed and non-accessed data within the one or more data sources. The data access information is applied to a profile to identify inactive data within the one or more data sources, wherein the profile includes one or more criteria for determining inactive data including a time interval for data access. Notifications of the identified inactive data within the one or more data sources are generated.

Abstract: A method for reorganizing unread content in a social networking system may include identifying a plurality of content elements associated with a first user of a social networking system and identifying from the plurality of content elements a plurality of unread content elements associated with the first user. Typically, a score of each of the plurality of each of the plurality of unread content elements is then determined. Thereafter, one or more of the plurality of unread content elements are provided based on the scores of the plurality of unread content elements to a computing device of the first user for display.

Abstract: According to embodiments of the present invention, machines, systems, methods and computer program products for analyzing data sources for inactive data are presented. Data accesses within one or more data sources are monitored, and data access information is generated based on the monitored data accesses, wherein the data access information indicates accessed and non-accessed data within the one or more data sources. The data access information is applied to a profile to identify inactive data within the one or more data sources, wherein the profile includes one or more criteria for determining inactive data including a time interval for data access. Notifications of the identified inactive data within the one or more data sources are generated.

Abstract: According to embodiments of the present invention, machines, systems, methods and computer program products for analyzing data sources for inactive data are presented. Data accesses within one or more data sources are monitored, and data access information is generated based on the monitored data accesses, wherein the data access information indicates accessed and non-accessed data within the one or more data sources. The data access information is applied to a profile to identify inactive data within the one or more data sources, wherein the profile includes one or more criteria for determining inactive data including a time interval for data access. Notifications of the identified inactive data within the one or more data sources are generated.