Enhancing the experience of users regarding the email classication task using labels

MARCELO ARMENTANO; ANALIA ADRIANA AMANDI

KNOWLEDGE-BASED SYSTEMS

ELSEVIER SCIENCE BV

Lugar: Amsterdam; Año: 2014 vol. 71 p. 227 - 237

0950-7051

Email is an indispensable tool for communication and users might have to deal with large volumes of information which they can not always operate eciently. For these users, the organization of emails is a tedious task. The use of automatic filters is not always possible or effective, because of diculties regarding how to create a specic rule or because their use is impractical in some situations. In this article, we present an approach to enhance a webmail client with an interface agent that helps the user to label incoming email based on the knowledge of the user's preferences. We not only considered the label that can be applied to dierent emails but also how to better interact with the user to provide him/her with assistance in the labeling procedure. We performed a set of experiments using Google's webmail system, Gmail, obtaining a good rate of acceptance of the agent interactions.