An improved human user computer interface
system, wherein a user characteristic or set of characteristics, such as
demographic profile or societal “role”, is employed to define a scope or domain of operation. The operation itself may be a
database search, to interactively define a taxonomic context for the operation, a business negotiation, or other activity. After retrieval of results, a scoring or
ranking may be applied according to user define criteria, which are, for example, commensurate with the relevance to the context, but may be, for example, by date, source, or other secondary criteria. A
user profile is preferably stored in a computer accessible form, and may be used to provide a
history of use, persistent customization,
collaborative filtering and demographic information for the user. Advantageously,
user privacy and
anonymity is maintained by physical and algorithmic controls over access to the personal profiles, and releasing only
aggregate data without personally identifying information or of small groups.