发明名称 |
AUTOMATIC REFINEMENT OF INFORMATION EXTRACTION RULES |
摘要 |
A method and system for automatically refining information extraction (IE) rules. A provenance graph for IE rules on a set of test documents is determined. The provenance graph indicates a sequence of evaluations of the IE rules that generates an output of each operator of the IE rules. Based on the provenance graph, high-level rule changes (HLCs) of the IE rules are determined. Low-level rule changes (LLCs) of the IE rules are determined to specify how to implement the HLCs. Each LLC specifies changing an operator's structure or inserting a new operator in between two operators. Based on how the LLCs affect the IE rules and previously received correct results of applying the rules on the test documents, a ranked list of the LLCs is determined. The IE rules are refined based on the ranked list. |
申请公布号 |
US2011295854(A1) |
申请公布日期 |
2011.12.01 |
申请号 |
US20100788407 |
申请日期 |
2010.05.27 |
申请人 |
CHITICARIU LAURA;LIU BIN;REISS FREDERICK R.;INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
CHITICARIU LAURA;LIU BIN;REISS FREDERICK R. |
分类号 |
G06F17/30 |
主分类号 |
G06F17/30 |
代理机构 |
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