Abstract: A diagnostic system for model governance is presented. The diagnostic system includes an auto-encoder to monitor model suitability for both supervised and unsupervised models. When applied to unsupervised models, the diagnostic system can provide a reliable indication on model degradation and recommendation on model rebuild. When applied to supervised models, the diagnostic system can determine the most appropriate model for the client based on a reconstruction error of a trained auto-encoder for each associated model. An auto-encoder can determine outliers among subpopulations of consumers, as well as support model go-live inspections.

Abstract: A project team identification tool utilizes media components and sensors installed throughout a smart building, to detect individual persons and groups of people gathered together within the smart building. After detecting the people that are present within the smart building, the PTI tool references employee profile information to identify the detected people. The PTI tool is further configured to predict a project team the identified people belong to, as well as one or more projects associated with the predicted project teams. The PTI tool utilizes the advanced technology offered by the smart building to provide a unique solution for seamlessly identifying a project team of people meeting within the smart building.

Abstract: A product line engineering (PLE) multistage configuration tree that supports the engineering, deployment and maintenance of complex product family trees is provided. Feature bundles which combine a group of feature decisions into a single bundled offering are inherited by the children of the node in the product family tree where they are defined. The children see only the smaller collection of bundled offerings rather than all the possible combinations of the multiple feature offerings that are encapsulated by the feature bundle.

Abstract: A product management system receives one or modifications of a product, and separating the one or more modifications into two collections. The first collection includes one or more modifications that require approval. The second collection includes the one or more modifications. The product management system adds each modification from the first collection to a change management system, and stores each modification from the second collection that is not also in the first collection into production data. The product management system initiates a workflow for the change management system.

Abstract: Disclosed are methods and systems to automatically integrate work requests from multiple Spoke systems at a centralized Hub system. In one embodiment, a Hub system receives a portion of a work request from a problem tracking system executing in the region (e.g., geographic area or network subnet) of an associated Spoke system. The request comprises enough information for the Hub system to prioritize this work request against other work requests already received from this same Spoke system, other Spoke systems in the same region, or even other Spoke systems from other regions. A Hub user can then be presented with an integrated work queue of requests to service after they have been properly prioritized. The Hub user may be supporting multiple clients in an outsourcing style Information Technology (IT) support model or a call center model. Supported clients can execute on different data center platforms, at the same time.

Abstract: A system for providing a list of assigned tasks and updating at least one assigned task receives a request for a task list from a user. In response to the request, the system provides a task list to the user, wherein the task list includes at least one assigned task, and the task list allows the user to update the at least one assigned task. The system receives a message including an updated task list from the user. The system then applies updates based upon the updated task list.

Abstract: The present invention relates to virtual universe product customer support. A method for providing customer service in a virtual universe in accordance with an embodiment of the present invention includes: determining that a real-world product may have a problem; collecting information associated with the product; analyzing the collected information at a support location service in the virtual universe to determine a land location within the virtual universe of a product support center for the product; and providing an avatar with a teleportation invitation to the product support center.

Abstract: Certain embodiments of the present invention provide techniques for representing components of an industrial system with a visualization tool, in accordance with a physical layout of the industrial system. Other embodiments of the present invention provide techniques for simulating the representations of the components of the industrial system with a simulation engine. In particular, in such embodiments, the utilization of these representations is optimized through an operator interface, and graphical indicia of the utilization are displayed. In addition, the graphical indicia may further comprise a representation of the normalized utilization for each representation. In yet other embodiments, the present invention provides techniques for auto-calibrating the representations of the components of the industrial system based on information received during operation of the industrial system.

Abstract: An audio beacon system, apparatus and method for collecting information on a panelist's exposure to media. An audio beacon is configured as on-device encoding technology that is operative in a processing device (e.g., cell phone, PDA, PC) to enable the device to encode an environmental sound and transmit it for a predetermined period of time. The acoustically transmitted data is received and processed by a portable audience measurement device, such as Arbitron's Personal People Meter™ (“PPM”), or other specially equipped portable device to enable audience measurement systems to achieve higher levels of detail on panel member activity and greater association of measurement devices to their respective users.

Abstract: A method of residential or small and medium business (SMB) demand response (DR) coordination may include receiving a DR event notification from a DR server. The DR event notification may include DR event information pertaining to a DR event and curtailment information. The method may also include communicating a notification acknowledgement to the DR server. The notification acknowledgement may indicate reception of the DR event notification. The method may include displaying a curtailment request pertaining to the DR event. The curtailment request may be based on the curtailment information included in the DR event notification and may include some portion of the DR event information. The method may also include receiving a user input including a DR event participation confirmation or a DR event participation refusal. The method may further include communicating a participation signal representative of at least a portion of the user input to the DR server.