Automated Email Answering by Text Pattern Matching

Answering email by standard answers is a common practice at contact centers. Our research assists this process by creating reply messages that contain one or several standard answers. Our standard answers are linked to representative text patterns that match incoming messages. The system works in three languages. The performance was evaluated on two email sets; the main advantage of our email answering technique is good correctness of the delivered replies.

[1]  Jie Tang,et al.  Email data cleaning , 2005, KDD '05.

[2]  Sung-Shun Weng,et al.  Using text classification and multiple concepts to answer e-mails , 2004, Expert Syst. Appl..

[3]  Tobias Scheffer Email answering assistance by semi-supervised text classification , 2004, Intell. Data Anal..

[4]  Robert L. Mercer,et al.  Context based spelling correction , 1991, Inf. Process. Manag..

[5]  Guy Lapalme,et al.  Mercure: Towards an Automatic E-mail Follow-up System , 2003, IEEE Intell. Informatics Bull..

[6]  Elisabeth Métais,et al.  Natural language interfaces : what's the problem? -a data-driven quantitative analysis , 2010 .

[7]  Dan Roth,et al.  A Winnow-Based Approach to Context-Sensitive Spelling Correction , 1998, Machine Learning.

[8]  Guy Lapalme,et al.  Using information extraction and natural language generation to answer e-mail , 2000, Data Knowl. Eng..

[9]  Ingrid Zukerman,et al.  Towards a framework for collating help-desk responses from multiple documents , 2005, IJCAI 2005.

[10]  Athena Vakali,et al.  Web Data Management Practices: Emerging Techniques and Technologies , 2007 .

[11]  Sven Schmeier,et al.  Message Classification in the Call Center , 2000, ANLP.

[12]  Eriks Sneiders Automated FAQ answering with question-specific knowledge representation for web self-service , 2009, 2009 2nd Conference on Human System Interactions.

[13]  Hercules Dalianis,et al.  Evaluating a Spelling Support in a Search Engine , 2002, NLDB.

[14]  Rahul Malik,et al.  Automatically Selecting Answer Templates to Respond to Customer Emails , 2007, IJCAI.

[15]  Eric Brill,et al.  An Improved Error Model for Noisy Channel Spelling Correction , 2000, ACL.

[16]  Grigorios Tsoumakas,et al.  Email Mining: Emerging Techniques for Email Management , 2006 .