| 摘要 |
Methods for providing in-loop validation of disambiguated features are disclosed. The disclosed methods may include disambiguating features in unstructured text that may use co-occurring features derived from both the source document and a large document corpus. The disambiguating systems may include multiple modules, including a linking on-the-fly module for linking the derived features from the source document to the co-occurring features of an existing knowledge base. The system for disambiguating features may allow identifying unique entities from a knowledge base that includes entities with a unique set of co-occurring features, which in turn may allow for increased precision in knowledge discovery and search results, employing advanced analytical methods over a massive corpus, employing a combination of entities, co-occurring entities, topic IDs, and other derived features. The disclosed method may use validation to provide input to the system for disambiguating features. |
| 主权项 |
1. A computer-implemented method comprising:
receiving, by a search manager computer, a search query from a user device and submitting the search query to a search conductor computer module for processing; receiving, by the search manager computer, search query results from the search conductor computer module, the search query results having one or more records matching one or more fields of the search query; sending, by the search manager computer, the search query results to a disambiguation analytic computer for disambiguating the search query results by determining relatedness among individual record features and topic identifications (topic IDs) associated with each record in the search query results; receiving, by the search manager computer, disambiguated search query results from the disambiguation analytic computer and forwarding the disambiguated search query results to the user device for providing input on the disambiguated search query results; and when the user device provides input on the disambiguated search query results:
creating, by the search manager computer, a new feature occurrence record including the input and storing the new feature occurrence record in a knowledge base database, andadjusting, by the disambiguation analytic computer, one or more parameters of a disambiguation algorithm based on the input from the user device. |
