Scoring relationships between entities based on proximity in space and time

Abstract

Methods for determining a relationship score between a first entity and a second entity. A first computer-readable representation of a first spatial region containing the first entity is generated. A second computer-readable representation of a second spatial region containing the second entity is generated. The first computer-readable representation and the second computer-readable representation are compared at decreasing resolutions until a matching condition is reached. A relationship score is assigned to one or more of the first entity and the second entity based on the resolution at which the matching condition is reached.

1 . A computer implemented method for determining a relationship score between a first entity and a second entity, comprising:
 generating a first computer-readable representation of a first spatial region containing the first entity;   generating a second computer-readable representation of a second spatial region containing the second entity;   comparing the first computer-readable representation and the second computer-readable representation at decreasing resolutions until a matching condition is reached; and   assigning a relationship score to one or more of the first entity and the second entity based on the resolution at which the matching condition is reached.   
     
     
         2 . The method of  claim 1 , wherein the matching condition includes one or more of:
 an exact match of the first computer-readable representation and the second computer-readable representation,   a partial match of the first computer-readable representation and the second computer-readable representation, and   no match between the first computer-readable representation and the second computer-readable representation.   
     
     
         3 . The method of  claim 1 , further comprising:
 determining and taking into account a temporal proximity between the first entity and the second entity when assigning the relationship score.   
     
     
         4 . The method of  claim 3 , wherein determining and taking into account a temporal proximity includes:
 generating a first computer-readable representation of a first time interval associated with the first entity;   generating a second computer-readable representation of a second time interval associated with the second entity;   comparing the first computer-readable representation and the second computer-readable representation at decreasing resolutions until a temporal matching condition is reached; and   assigning a temporal relationship score to one or more of the first entity and the second entity based on the resolution at which the temporal matching condition is reached.   
     
     
         5 . The method of  claim 4 , further comprising:
 multiplying the temporal relationship score and the relationship score to obtain a combined temporal and spatial relationship score.   
     
     
         6 . The method of  claim 1 , wherein the first and second computer-readable representations are bit vectors and wherein decreasing the resolutions of the first and second computer-readable representations includes one or more of:
 truncating the bit vectors,   dithering the bit vectors,   applying compression algorithms to the bit vectors,   generating additional bit vectors representing spatial regions adjacent to one or more of the first spatial region and the second spatial region, and   truncating, dithering, or applying compression algorithms to one or more of the additional bit vectors.   
     
     
         7 . The method of  claim 1 , wherein the first and second computer-readable representations are geohash values and wherein decreasing the resolutions of the first and second computer-readable representations includes one or more of:
 truncating the geohash values,   generating additional geohash values representing spatial regions adjacent to one or more of the first spatial region and the second spatial region, and   truncating one or more of the additional geohash values.   
     
     
         8 . The method of  claim 4 , wherein the first and second computer-readable representations reflect time intervals and wherein decreasing the resolutions of the first and second computer-readable representations includes one or more of:
 extending the time intervals forward and backward in time,   fitting the time intervals into larger quanta of a determinate size in a predefined temporal grid.