| 摘要 |
The present application relates to a computer network, a computer-implemented method, a computer system and a computer program products for adaptively adjusting network responses to client requests received from a client device comprising:
a parsing module operable to
- parse a request database for data relevant to the client request; and
- generate a request data object based on the data relevant to the client request;
a matching module operable to
- apply a matching algorithm on the request data object with data objects stored in a response database to calculate a matching score of potential service data objects; and
- generate a final result based on the calculated matching score, wherein the final result comprises a list of data objects having a matching score above a specified matching threshold;
a learning module operable to
- apply a learning method based on the final result; and
- generate a learning result of the learning method;
a learning engine operable to adapt the matching algorithm of the matching module based on the learning result, wherein adapting the matching algorithm comprises applying a boosting algorithm for adapting weightings associated with determinants of relevant object data objects in the response database;
wherein the client device, the provider and the machine-learning system are coupled via a network. |
