Abstract: Aspects of the subject disclosure may include, for example, a device, that has a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, where the operations include detecting each individual of an audience viewing media content on user equipment; retrieving a user profile for each individual of the audience resulting in user profiles; creating a group profile from the user profiles; determining, based on the group profile, a recommendation for viewing a candidate media content; and providing the recommendation to the user equipment for the audience. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, a device, that has a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations, where the operations include detecting each individual of an audience viewing media content on user equipment; retrieving a user profile for each individual of the audience resulting in user profiles; creating a group profile from the user profiles; determining, based on the group profile, a recommendation for viewing a candidate media content; and providing the recommendation to the user equipment for the audience. Other embodiments are disclosed.

Abstract: Implementations include a system including a preform fabrication apparatus and method for creating composite preforms through a process of determining a preform shape and number of layers required to assemble the preform and using a preform layer assembly apparatus to provide a number of functions such as receiving and holding a composite layer, shaping the composite layer, pressing composite layer onto a preform support structure, forming the composite layer into a preform shape, etc. Multiple composite layers may be picked up, held, shaped, and applied to a preform by the assembly apparatus. The assembly apparatus includes a flexible membrane settable to a deformable shape and a rigid state such that flexible membrane may be configured to be deformed into an assembly shape, which is then held in a rigid state. The flexible membrane may be used to apply pressure to an article to conform the article to the assembly shape.

Abstract: A method and system for automated fabrication of composite preforms. In one implementation, a fabrication apparatus includes a stitching assembly, needle apparatus, motion stage, preform cartridge, CAD/CAM Software, and embedded machine software. The stitching assembly includes an upper portion that supports a stitching mechanism. The stitching mechanism includes at least one needle assembly. The needle assembly may be configured with at least one needle apparatus configured to pass filaments through composite preforms. In one implementation, the stitching assembly is used to stitch layers of the composite preforms using a variety of stitching patterns. The fabrication apparatus may be configured to fold fabric layers of the composite preform before or after stitching two or more layers of the composite preform.