DEEP MINING OF NETWORK RESOURCE REFERENCES

摘要

Architecture for deep mining of network resource references such as URLs. The architecture includes an extraction component configured to extract useful entity information from a collection of entity information, the collection of entity information derived from local search data; a distributed processing component configured to distributively query a search engine using the useful entity information and receive search results from the search engine, the search results comprising resource references; and, a selection component configured to remove non-relevant resource references to obtain candidate resource references and select a top resource reference from the candidate resource references, using an unsupervised machine learning algorithm.

主权项

1. A system, comprising:
a memory device, and at least one hardware processor configured to execute computer-executable instructions stored in the memory device that enable computer-executable components, the computer-executable components comprising:
an extraction component configured to extract a set of entity information from a collection of entity information, the collection of entity information derived from local search data;a distributed processing component configured to query a search engine using the set of entity information and receive search results from the search engine, the search results comprising resource references; anda selection component configured to remove non-relevant resource references to obtain candidate resource references and select a top resource reference from the candidate resource references using an unsupervised machine learning algorithm.