Abstract: A method of recommending vendors to bid on a print job may include identifying a print job for which a recommendation of vendors to bid on the print job is desired and identifying one or more vendors as potential bidders for the print job. The method may include, for each identified vendor, determining, by a computing device, a bidding probability associated with the vendor, a winning probability associated with the vendor, a recommendation probability associated with the vendor, and identifying the vendor as a recommended vendor based on the associated recommendation probability. The method may include notifying a user of the recommended vendors.

Abstract: A method of recommending vendors to bid on a print job may include identifying a print job for which a recommendation of vendors to bid on the print job is desired and identifying one or more vendors as potential bidders for the print job. The method may include, for each identified vendor, determining, by a computing device, a bidding probability associated with the vendor, a winning probability associated with the vendor, a recommendation probability associated with the vendor, and identifying the vendor as a recommended vendor based on the associated recommendation probability. The method may include notifying a user of the recommended vendors.

Abstract: A method an apparatus for providing personalization parameters to allow an operating system to install itself on a computer system with the provided personalization parameters. A first operating system personalization file is used by the operating system to configure itself. A personalization parameters file is provided and read by an operating system installation process which is initiated in the computer system. The operating system installation process then displays a graphical user interface from which a user to selects personalization parameters with which the operating system is to configure itself. An editing module is executed to edit the operating system configuration file to include at least a portion of the selected personalization parameters so that the operating system is configured with the selected personalization parameters when it installs itself.

Abstract: A method an apparatus for providing personalization parameters to allow an operating system to install itself on a computer system with the provided personalization parameters. A first operating system personalization file is used by the operating system to configure itself. A personalization parameters file is provided and read by an operating system installation process which is initiated in the computer system. The operating system installation process then displays a graphical user interface from which a user to selects personalization parameters with which the operating system is to configure itself. An editing module is executed to edit the operating system configuration file to include at least a portion of the selected personalization parameters so that the operating system is configured with the selected personalization parameters when it installs itself.