Email overload: exploring personal information management of email
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
MailCat: an intelligent assistant for organizing e-mail
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
A hybrid learning system for recognizing user tasks from desktop activities and email messages
Proceedings of the 11th international conference on Intelligent user interfaces
Introduction to this special issue on revisiting and reinventing e-mail
Human-Computer Interaction
Intelligent email: aiding users with AI
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Topika: integrating collaborative sharing with email
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Sentence-Level attachment prediction
IRFC'10 Proceedings of the First international Information Retrieval Facility conference on Adbances in Multidisciplinary Retrieval
Automated content labeling using context in email
Proceedings of the 17th International Conference on Management of Data
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We present two prediction problems under the rubric of Intelligent Email that are designed to support enhanced email interfaces that relieve the stress of email overload. Reply prediction alerts users when an email requires a response and facilitates email response management. Attachment prediction alerts users when they are about to send an email missing an attachment or triggers a document recommendation system, which can catch missing attachment emails before they are sent. Both problems use the same underlying email classification system and task specific features. Each task is evaluated for both single-user and cross-user settings.