GMH INTERNATIONAL
GMH INTERNATIONAL Patent applications | ||
Patent application number | Title | Published |
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20140032260 | INFERING BEHAVIOR-BASED LIFESTYLE CATEGORIZATIONS BASED ON MOBILE PHONE USAGE DATA - A processor implemented method for categorizing mobile phone users. The method including receiving call level data for a plurality of mobile phone users, the call level data being for a period of common duration. After receiving the call level data, a raw attribute table can be updated by extracting raw attributes from the call level data. After updating the raw attribute table, a transformed attribute table based on the one or more raw attributes can also be updated. After updating the transformed attribute table, a selected model can be applied to the data of the updated transformed attribute table using parameters associated with the selected model. After applying the model, one or more output tables based on the applied selected model can be outputted. | 01-30-2014 |
20120310805 | INFERRING CREDIT WORTHINESS FROM MOBILE PHONE USAGE - A computer-implemented method for inferring creditworthiness of a mobile phone user. The method can include receiving call level data for a first plurality of mobile phone users and receiving a measure of creditworthiness for a second plurality of mobile phone users. The second plurality of mobile phone users can be a subset of the first plurality of mobile phone users. Attributes can be derived from the call level data. An attribute space can be defined for each mobile phone user based on the attributes. The attribute space can be partitioned into clusters. Each received measure of creditworthiness can be mapped to the cluster corresponding to the mobile phone user. The creditworthiness of each cluster can be characterized as a function of the mapped creditworthiness. The creditworthiness of a given mobile phone user in a given cluster can be characterized as a function of the creditworthiness characterizing the given cluster. | 12-06-2012 |