Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: When customers purchase a product or sign up for service from a company, they often are required to agree to a Privacy Policy or Terms of Service agreement. Many of these policies are lengthy, and a typical customer agrees to them without reading them carefully if at all. To address this problem,  have developed a prototype automatic text summarization system which is specifically designed for privacy policies. Our system generates a summary of a policy statement by identifying important sentences from the statement, categorizing these sentences by which of 5 "statement categories" the sentence addresses, and displaying to a user a list of the sentences which match each category. Our system incorporates keywords identified by a human domain expert and rules that re obtained by machine learning, and they are combined in an ensemble architecture.  have tested our system on a sample corpus of privacy statements, and preliminary results are promising.
['Noriko Tomuro', 'Steven L. Lytinen', 'Kurt Hornsburg']
I am writing a research paper on a idea Automatic Summarization of Privacy Policies using Ensemble Learning
[{"from": "human", "value": "I am writing a research paper on a idea Automatic Summarization of Privacy Policies using Ensemble Learning"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: When customers purchase a product or sign up for service from a company, they often are required to agree to a Privacy Policy or Terms of Service agreement. Many of these policies are lengthy, and a typical customer agrees to them without reading them carefully if at all. To address this problem,  have developed a prototype automatic text summarization system which is specifically designed for privacy policies. Our system generates a summary of a policy statement by identifying important sentences from the statement, categorizing these sentences by which of 5 \"statement categories\" the sentence addresses, and displaying to a user a list of the sentences which match each category. Our system incorporates keywords identified by a human domain expert and rules that re obtained by machine learning, and they are combined in an ensemble architecture.  have tested our system on a sample corpus of privacy statements, and preliminary results are promising."}]