Methods and systems for outputting an engagement communicative strategy are described. In an example, a processor may train a communicative model using a patient authored text corpus. The processor may generate at least one patient profile based on the patient authored text corpus and patient authored health data. The processor may construct a knowledge based system based on the communicative model and the at least one patient profile. The processor may input a patient profile of the entity, an engagement degree, and an engagement score to the knowledge based system. The processor may execute the knowledge based system to determine the engagement communicative strategy, and may output the engagement communicative strategy. The engagement communicative strategy may specify a communication scheme to communicate with the entity.
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