BUILDING USER TRUST IN PROFILE CREATION AND RECOMMENDATIONS BASED ON MANAGED INTERACTION WITH USER

A system is described that infers information about a user and then provides the user with an opportunity to provide input about (e.g., confirm or deny) the inferred information. Inferred information is presented to a user only after certain triggering events have occurred. For example, a sensitive item of inferred information may be presented to a user only after the user has reached a certain stage of relationship with a system, device or service that is deemed compatible with presenting such sensitive information. As another example, an item of inferred information may be presented to a user only after it has been determined that the item of inferred information is likely to be correct with a certain degree of confidence. As a still further example, both sensitivity and confidence level may be used to guide when a particular item of inferred information will be presented to a user.