Community mining based on email classification
Sha Liu · Journal of Computer Applications · 2007
Concerning the requirement of the massive e-mail data processing and the practical operation demand,an e-mail mining system based on three-layer filtering model was designed.It filtered the massive e-mail data through analyzing the time attribute,the text information and the address of the e-mails level by level,which reduced the search scope in extent and increased the mining strength in depth.Starting with the sensitive information of text and subject,the system classified the email data automatically,and then constructed an E-mail Social Network(ESN) according to the address information to reveal the community structure hidden in the e-mail data.Finally the effectiveness was validated through the experiment.