Loading patent…
AssigneeInternational Business Machines Corporation
InventorsLucy Lu, Yi-Hui Ma, Shanna Hayes, Weichen Wang, Eliza Salkeld
Estimating the term…
An entity resolution system performs a method of resolving one or more candidate entities based on a data set. The entity resolution system has a rules-based module, a machine learning module, a narrative module, and an evaluation module. The rules-based module compares the first entity features to the second entity features and determines whether a rule identifies a relationship between the first entity and the second entity. The machine learning module rates a similarity of the first entity features and the second entity features. The narrative module generates a narrative output based on one or more of the rules-based module and the machine learning module, the narrative output stating an identified relationship between the first entity and the second entity. The evaluation module determines one or more metrics to apply feedback to the system.
A computer-implemented method for performing entity resolution in a data processing system comprising a processing device and a memory comprising instructions which are executed by the processing device, the method comprising:
An entity resolution system comprising a processing device and a memory comprising instructions which are executed by the processing device for performing entity resolution on a data set received by the entity resolution, the data set comprising at least first entity features of a first entity and second entity features of a second entity, the entity resolution system further comprising:
A tangible, non-transitory computer program product configured to perform an entity resolution process, the process comprising:
Dependencies are inferred from the claim text.