发明名称 |
HYBRID CLASSIFICATION SYSTEM |
摘要 |
Hybrid classification system and method are described. The method commences when an input detector detects a raw input string that represents a value of a category in a member profile maintained by the on-line social network. The machine learning classifier derives a standardized value corresponding to the raw input string. The trigger module provides the raw input string to the correcting filter. The correcting filter determines a corrected standardized value corresponding to the raw input string based on the raw input string and a corrective rule. The label module then identifies the member profile as associate with the corrected standardized value. |
申请公布号 |
US2016364810(A1) |
申请公布日期 |
2016.12.15 |
申请号 |
US201514735022 |
申请日期 |
2015.06.09 |
申请人 |
LinkedIn Corporation |
发明人 |
Yang Fan;Martell Craig;Shacham Dan |
分类号 |
G06Q50/00;G06N99/00 |
主分类号 |
G06Q50/00 |
代理机构 |
|
代理人 |
|
主权项 |
1. A computer-implemented method comprising:
detecting a raw input string that represents a value of a category in a member profile maintained by an on-line social network; executing a machine learning classifier to derive a standardized value corresponding to the raw input string; providing the raw input string to a correcting filter; based on the raw input string and a corrective rule maintained in a rule-based classifier, determining a corrected standardized value corresponding to the raw input string, using at least one processor; and identifying the member profile as associated with the corrected standardized value. |
地址 |
Mountain View CA US |