A system for evaluating communicative acts to determine a social network perception representation based on communicative acts between a plurality of communicative pairs where each communicative pair includes a first group and an individual or a second group participating in corresponding communicative acts. 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 each of the communicative pairs 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 of the communicative pairs. The communications network aggregation processor combines the pairwise social perception scores for each of the plurality of communicative pairs into a social perception network representation.