Inferring Social Groups from Email Archives
نویسندگان
چکیده
We investigate algorithms to detect groups in a single users email network. Our goal is to build a practically usable tool that can mine a users email archives and based on email communication patterns, infer groups of people in the users email network. We aim to use this information for 2 purposes: 1) To seed groups for access control to data in online social networks and 2) to automatically sort and select information from different groups in social networks.
منابع مشابه
Inferring Formal Titles in Organizational Email Archives
In the social network of large groups of people, such as companies and organizations, formal hierarchies with titles and lines of authority are established to define the responsibilities and order of power within that group. Although this information may be readily available for individuals within that group, the context this hierarchy provides in communications is not available to those outsid...
متن کاملInferring Organizational Titles in Online Communication
There is increasing interest in the storage, retrieval, and analysis of email communications. One active area of research focuses on the inference of properties of the underlying social network giving rise to the email communications[1, 2]. Email communication between individuals implies some type of relationship, whether it is formal, such as a manager-employee relationship, or informal, such ...
متن کاملInferring Social Ties across Heterogeneous Networks
It is well known that different types of social ties have essentially different influence on people. However, users in online social networks rarely categorize their contacts into “family”, “colleagues”, or “classmates”. While a bulk of research has focused on inferring particular types of relationships in a specific social network, few publications systematically study the generalization of th...
متن کاملName Reference Resolution in Organizational Email Archives
Online communications provide a rich resource for understanding social networks. Information about the actors, and their dynamic roles and relationships, can be inferred from both the communication content and traffic structure. A key component in the analysis of online communications such as email is the resolution of name references within the body of the message. Name reference resolution re...
متن کاملAn Email Attachment is Worth a Thousand Words, or Is It?
There is an extensive body of research on Social Network Analysis (SNA) based on the email arhive. The network used in the analysis is generally extracted either by capturing the email communication in From, To, Cc and Bcc email header elds or by the entities contained in the email message. In the latter case, the entities could be, for instance, the bag of words, url’s, names, phones, etc. It ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2009