Method and system for machine-learning based optimization and customization of document similarities calculation

摘要

One embodiment of the present invention provides a system for optimizing and customizing document-similarity calculation. During operation, the system presents (202) a collection of similar documents to a user, collects (204) feedback on the similarity of the documents from the user, generates (206) generic rules for calculating document similarity, and filters (208) documents with customized similarity calculation based on the feedback provided by the user.