Abstract: A web search system uses humans to rank the relevance of results returned for various sample search queries. The search results may be divided into groups allowing training and validation with the ranked results. Consistent guidelines for human evaluation allow consistent results across a number of people performing the ranking. After a machine learning categorization tool, such as MART, has been programmed and validated, it may be used to provide an absolute rank of relevance for documents returned, rather than a simple relative ranking, based, for example, on key word matches and click counts. Documents with lower relevance rankings may be excluded from consideration when developing related refinements, such as category and price sorting.

Abstract: A method of securely deploying information to a device includes placing a device into a shielded structure and exchanging timing messages between a keying device located inside the shielded structure and a beacon located outside of the shielded structure. The shielded structure is closed. The exchange of timing messages is terminated, and upon termination, the keying device transfers the information via one or more shielded messages to the device, and the beacon jams the frequency at which the shielded messages are transferred. The shielded structure is opened, and the keying device and beacon exchange messages to verify the secure deployment of the information.

Abstract: A web search system uses humans to rank the relevance of results returned for various sample search queries. The search results may be divided into groups allowing training and validation with the ranked results. Consistent guidelines for human evaluation allow consistent results across a number of people performing the ranking. After a machine learning categorization tool, such as MART, has been programmed and validated, it may be used to provide an absolute rank of relevance for documents returned, rather than a simple relative ranking, based, for example, on key word matches and click counts. Documents with lower relevance rankings may be excluded from consideration when developing related refinements, such as category and price sorting.

Abstract: A method of securely deploying information to a device includes placing a device into a shielded structure and exchanging timing messages between a keying device located inside the shielded structure and a beacon located outside of the shielded structure. The shielded structure is closed. The exchange of timing messages is terminated, and upon termination, the keying device transfers the information via one or more shielded messages to the device, and the beacon jams the frequency at which the shielded messages are transferred. The shielded structure is opened, and the keying device and beacon exchange messages to verify the secure deployment of the information.