Method and system to mine rule intents from documents

A system comprising:

• a rule intent mining unit (102) for mining rule intents from documents;
• a memory (104) for storing instructions;
• one or more communication interfaces(106);
• one or more hardware processors(108) communicatively coupled to the memory using the one or more communication interfaces, wherein the one or more hardware processors are configured by the instructions to execute the one or more modules of the mining unit(102) comprising:
• a rule sentence extractor(202) for extracting a plurality of sentences from the documents as an input;
• a natural language parser(204) for creating a dependency tree for each of the extracted plurality of rule sentence;
• a rule intent extractor(206) for extracting a plurality of arguments from the dependency tree based on a plurality of heuristic rules and analyzing the extracted plurality of arguments to mine rule intents;
• a rule-base database(208) saving the mined rule intents;
• and
• a display module(210) for displaying saved mined rule intents.

One or more non-transitory machine readable information storage mediums comprising one or more instructions which when executed by one or more hardware processors cause:

• extracting a plurality of rule sentence from the documents as an input;
• creating a dependency tree for each of the extracted plurality of rule sentence;
• extracting a plurality of arguments from the dependency tree based on a plurality of heuristic rules;
• analyzing the extracted plurality of arguments to mine rule intents;
• and
• saving the mined rule intents in a rule-base database.