Tuesday, 17 October 2006

GURU MATCH ALGORITHM

Rahul / Saurabh :
*  Let us index each of 5.5 lakh resumes and create such a matrix ( one for each resume )
*  Let us also create such matrices for each ,
   #    DESIGNATION keywords ( 100 > 551 )
   #    IT SKILL keywords  ( 86 )
   #    Non-IT FUNCTIONS  ( 59 ? ) etc
*  What are characteristics / attributes of each word ? ( in any of these Matrices ? )
   #   No of characters in that word ( which CELL ? )
   #   Starting alphabet of that word ( which CELL ? )
   #   Ending alphabet of that word ( Probability )
   #   Last-but-one alphabet of that word ( Probability )
   #   Frequency of Occurrence in 10,000 resumes
*  Let us assume there are 26*20 = 520 Cells for each resume
    And , 26*20 = 520 Cells in MASTER KEYWORD INDEX
   ( for any given designation / IT Skill / Non-IT Function )
*  Now superimpose Master Keyword Matrix on Resume Keyword Matrix
*  Retain only those Cells in which a value is present in both
    Reject all Cells with NULL value in both
*   Now check for " Ending " alpha / character in both
   If " No Match " , then " reject "
   If " Match " , then check for last-but-one alphabet
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Please select the " Weightage " that you wish to assign to " Match Index Methods " , as shown below :
#  " Designation wise " Method ............. ( say )...... 60 % Weightage
#  "  Function wise " Method.................. ( say ) ....... 40 % Weightage
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TOTAL.......................................................................100

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