—Web service predictions are increasingly evolving in crucial manner in service providing in intelligent systems, in health care. This article highlights research challenges in health care forecasting based on cloud computing utilizing preferences project on users using subjective criteria (from user preferences) and objective criteria (statistical data in the clouds). The objective is to forecast user health situation for risk predictions. Keywords- Medical service, forecast, cognitive model, human interaction, health-care, big data.