Ex Parte Farahat et al - Page 2

                Appeal 2007-0342                                                                             
                Application 10/323,932                                                                       


                                             INTRODUCTION                                                    
                      The claims are directed to methods for ranking documents according                     
                to authoritativeness.  Claim 1 is illustrative:                                              
                      1.  A method for creating, on a machine having an encoder, a                           
                document textual authority model used to determine an authority of a                         
                document having a plurality of document content features, the method                         
                comprising:                                                                                  
                      determining, for each document in a set of documents, a set of                         
                document classification attributes based on textured [sic] 1 contents of                     
                documents;                                                                                   
                      applying a document attribute evaluation framework to each                             
                document in the set of documents to determine, based on the set of                           
                document classification attributes, a value of textual authoritativeness or a                
                class of textual authority for the document;                                                 
                      selecting a subset of document content features from the plurality of                  
                document content features; and                                                               
                      encoding, using the encoder, the subset of document content features                   
                into a feature vector x; and                                                                 
                      determining a predictive model used to assign the feature vector x to                  
                an authority rank or class based on the determined value of textured [sic]                   
                authoritativeness or class of textual authority.                                             

                                                                                                            
                1 Although claim 1 recites “textured” contents of documents and “textured”                   
                authoritativeness, we read the word as “textual,” consistent with both the                   
                Examiner and Appellants’ reading.  The obvious error was introduced by                       
                Appellants’ amendment filed May 10, 2005.                                                    
                                                     2                                                       

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