Title :
The design and validation of an automatic email clustering system based on semantics
Author :
Cernian, Alexandra Suzana ; Florea, Iuliana ; Carstoiu, Dorin ; Sgarciu, Valentin
Author_Institution :
Autom. Control & Comput. Sci. Fac., Univ. Politeh. of Bucharest, Bucharest, Romania
Abstract :
Everybody has at least one email address nowadays. We keep in touch with family, friends, business partners by email. We receive news, notifications and advertisements by email. We subscribe to different newsletters that we also receive by email. But don´t you hate it when your inbox gets all crowded with messages and you´re having trouble finding exactly the one email you need? We all hate those moments. Common email clients allow us to sort emails by date, by sender or even by subject. But that is not always enough. This paper proposes the design and validation of an automatic system for clustering email messages based on semantic meaning. Our system is based on the clustering by compression technique, which has proven its capabilities during previous tests.
Keywords :
data compression; e-mail filters; pattern clustering; automatic email message clustering system validation; compression technique; email clients; newsletters; semantic meaning; Clustering algorithms; Compression algorithms; Electronic mail; Engines; Power capacitors; Semantics; Text processing; FScore; clustering by compression; emails; normalized compression distance; semantics;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-1426-9
DOI :
10.1109/IDAACS.2011.6072844
