Abstract: The field of the invention relates to systems and methods for operation of a matching service, and more particularly to systems and methods that enable online compatibility matching and ranking. In a preferred embodiment, the system includes a matching system server coupled to a public network and accessible to one or more users. The matching system server includes a database that stores match profile data associated with the one more users, wherein the match profile data includes self-identified preferences. The matching server system is configured to correlate a first user's match profile data with one or more of the plurality of users' match profile data to identify a set of potential matches for the first user based on a relaxed set of self-identified preferences and calculate a compatibility value for each match in the set of potential matches.

Abstract: The field of the invention relates to systems and methods for operation of a matching service, and more particularly to systems and methods that enable online compatibility matching and ranking. In a preferred embodiment, the system includes a matching system server coupled to a public network and accessible to one or more users. The matching system server includes a database that stores match profile data associated with the one more users, wherein the match profile data includes self-identified preferences. The matching server system is configured to correlate a first user's match profile data with one or more of the plurality of users' match profile data to identify a set of potential matches for the first user based on a relaxed set of self-identified preferences and calculate a compatibility value for each match in the set of potential matches.

Abstract: One embodiment of the present invention provides a system that uses faceted metadata to facilitate navigation through information resources. During operation, the system receives a query from a client at a server. The system then performs the query on metadata, wherein the metadata contains facets that describe characteristics of the information resources. While performing the query, the system generates results that identify information resources that satisfy the query. Next, the system constructs a response containing the results, the query, and suggestions on how to refine the query. The system then sends the response to the client, thereby allowing the client to refine the query. In this way, the client and server can work together in a stateless manner to refine the query without having to maintain state information about the query on the server.

Abstract: One embodiment of the present invention provides a system for making predictions about data records from an incoming stream of data records. This system operates by discovering predictive relationships in an online manner between fields in records in the incoming stream of data records as the incoming stream of data records is received. These predictive relationships can used to predict values in fields based on other field values in the same record. This facilitates cleansing of data by allowing transaction values to be validated based upon predictions made from other field values in the same transaction record. It also allows missing field values to be predicted based upon the other field values. A variation of this embodiment provides for filtering transaction records based upon discovered predictive relationships and routing the transaction records to other servers in real-time.