Patent ID: 7756685
Filing Date: 2010-07-13
Classification: G06Q

Abstract:
1. Method for solving a community generation problem, comprising the steps of: converting documents to digital form and tagging said digitized documents; parsing said digitized and tagged documents to extract the transaction history vector for each individual, wherein said step of parsing further comprises the step of applying the “one way nearest neighbor” principle; creating timelines of said transaction vectors so as to form a timeline map; determining the relevancy of said vectors; projecting said vectors along a time dimension so as to form a histogram; translating said vectors into groups of activities by histogram clustering; determining the local correlation between any pair of clusters in the timeline of two individuals; computing the global correlations between pairs of individuals; converting data to a graph as a function of all individuals extracted from said documents and the correlation values between said individuals; generating models based on a search of all subgraphs with correlation values above a threshold; and outputting a group model.