The BALANCE system combines an intuitive entry form for calorie intake with a body-area sensor which caters for activity classification. The system relies on the analysis of acceleration patterns to classify the participants’ activities, e.g., sitting, running, walking, or bicycling. By correlating activity types and their corresponding durations, the users’ calorie expenditures are estimated.