Abstract: A method, system, and computer program product for using a federated ontology as an index to enterprise knowledge are provided. The method includes receiving a request for the enterprise knowledge, mapping the request to a concept within the federated ontology, and searching the federated ontology for the concept to identify one or more data sources holding the enterprise knowledge. The method further includes retrieving the enterprise knowledge from the identified one or more data sources as search result data, and returning the search result data.

Abstract: A system and method for automatically creating an image. In one non-limiting embodiment, the image is created for an advertisement that may be targeted to an individual. The method includes identifying image input parameters that the image will be based on, such as a particular product to display, a specific viewer of the image, etc. The method selects image elements from a database of image elements, such as backgrounds, messages, animation, etc., based on the image parameters. The method then creates the image using the image elements where the design and creation of the image is subject to certain rules and constraints that must be followed, such as font size, color schemes, etc.

Abstract: A method for automatically creating personalized ads to target a specific individual. The method includes first identifying a potential customer who may be interested in a particular product. An automated process then learns about and understands the customer based on his location and how that person interacts with the particular medium on which the ad is going to be presented. Once the information about the customer is developed, an advertisement is created that includes a collection of ad components that identify parts of the ad that may be of interest to the customer based on the learned information. The ad components are selected from a database of available components. The advertisement is then scheduled and placed in the medium and its measure of effectiveness is determined based on the customer's reaction thereto. These measures of effectiveness are used to further refine parameters in understanding the customer and designing the ad.

Abstract: A method, system, and computer program product for using a federated ontology as an index to enterprise knowledge are provided. The method includes receiving a request for the enterprise knowledge, mapping the request to a concept within the federated ontology, and searching the federated ontology for the concept to identify one or more data sources holding the enterprise knowledge. The method further includes retrieving the enterprise knowledge from the identified one or more data sources as search result data, and returning the search result data.

Abstract: A method for reducing recognition errors. The method includes receiving an N-best list associated with an input of a computer based recognition system. The N-best list includes one or more hypotheses and associated confidence values. The input is classified in response to the N-best list, resulting in a classification. A re-scoring algorithm that is tuned for the classification is selected. The re-scoring algorithm is applied to the N-best list to create a re-scored N-best list. A hypothesis for the value of the input is selected based on the re-scored N-best list.

Abstract: A method for location-based notifications, the method including receiving a request for a notification from an input device. A current location of the input device is determined in response to the receiving. A reminder location is set responsive to the current location of the input device determined in response to the receiving. On a periodic basis, a new current location of the input device is determined and compared to the reminder location. A notification is provided if the new current location is within a proximity threshold of the reminder location.