Systems and methods for extraction of policy information
View Patent ↗In a system for extracting policy information from text, a processor analyzes if the text is relevant to a top-level category, and then determines if at least a portion of the text is relevant to categories and subcategories within a taxonomy of categories and subcategories related to the top-level category. If at least a portion of the text is determined to be relevant to the category/subcategory, a classifier extracts policy information associated with the category/subcategory. Using text that includes a known policy the classifiers can be trained to correctly recognize categories/subcategories, and the values associated therewith.
1. A method of responding to policy information extracted from text, the method comprising:
receiving extracted policy information, the extraction being performed based at least in part on:
(i) analyzing, by a first processor, if the text is relevant to a top-level category,
(ii) if the text is determined to be relevant to the top-level category, determining by the first processor if at least a portion of the text is relevant to a category within a taxonomy of categories related to the top-level category, wherein the taxonomy of categories includes personally-identifiable information, non-personally-identifiable information, sharing collected information, and permission to opt-out, and
(iii) if at least a portion of the text is determined to be relevant to the category, identifying from the relevant portion of the text, using a classifier, policy information associated with the category;
displaying, by a second processor and to a user, the received extracted policy information including a summary of the policy that is indicative of at least one of: collection of the personally-identifiable information, collection of the non-personally-identifiable information, the sharing of the collected information, or the permission to opt-out based on the relevant category within the taxonomy of categories;
receiving an instruction from the user in response to the displayed policy information; and
taking an action by the second processor in response to the received instruction.
2. The method of claim 1 , wherein the second processor is the first processor.
3. The method of claim 1 , wherein the action taken comprises limiting access to at least a part of a source associated with the text.
4. The method of claim 3 , wherein the source is selected from the group consisting of a website, an application, and a device.
5. The method of claim 1 , further comprising adjusting the classifier if at least one of the portion of the text determined to be relevant to the category and the extracted policy information is not related to the category.