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Extracting Social Networks and Contact Information From Emailby: And T. Web
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AbstractWe present an end-to-end system that extracts a user's social network and its members' contact information given the user's email inbox. The system identifies unique people in email, finds their Web presence, and automatically fills the fields of a contact address book using conditional random fields---a type of probabilistic model well-suited for such information extraction tasks. By recursively calling itself on new people discovered on the Web, the system builds a social network with...
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