A system for evaluating communicative acts to determine a social perception network based on communicative acts between a plurality of communicative pairs. Each communicative pair includes two communicating entities. The system includes a patterns database, a scoring processor, and a communications network aggregation processor. The patterns database stores behavior recognition patterns defining particular behaviors and a score associated with each of the particular behaviors. The scoring processor is configured to determine a pairwise social perception score for the communicative pair based on the particular behaviors identified in the communicative acts. The scoring processor is configured to determine a different pairwise social perception score for each one of the plurality of communicative pairs. The communications network aggregation processor is configured to combine the pairwise social perception scores for each of the plurality of communicative pairs into a social perception network. Other embodiments including other systems, methods, and products are also disclosed.