PAPER DIGEST
Most Influential AAAI 1999 Paper · 2026-03 edition

MailCat: An Intelligent Assistant For Organizing E-Mail

Richard B. Segal and Jeffrey O. Kephart

Venue
AAAI Conference on Artificial Intelligence (AAAI) 1999
Recognition
Most Influential AAAI 1999 Paper (Rank No. 12)
Edition
2026-03
Impact factor
6
Certificate ID
32780edb1abbc304

Abstract

MailCat is an intelligent assistant that helps users organize their e-mail into folders. It uses a text classifier to learn each user’s mailling habits. MailCat uses what it learns to predict the three folders in which the user is most likely to place each incoming message. It then provides shortcut buttons to file each message into one of these three folders. When one of MailCat’s predictions is correct, the effort required to file a message is reduced to a single button click.

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