Publikation

Extracting Personal Concepts from Users' Emails to Initialize Their Personal Information Models

Sven Schwarz, Frank Marmann, Heiko Maus

In: Andreas König, Andreas Dengel, Knut Hinkelmann, Koichi Kise, Robert J. Howlett, Lakhmi C. Jain (Hrsg.). Proceedings of the 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems. International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-11) 15th September 12-14 Kaiserslautern Germany Seiten 430-439 Lecture Notes in Computer Science (LNCS) 6882 ISBN 978-3-642-23862-8 Springer 2011.

Abstrakt

Although the Semantic Desktop paradigm has great potential, new users have to face the cold-start problem. Having to start with empty models is a barrier to any semantic technology and filling them with world-known concepts does not work for personal models. We propose to analyze the email database of a user and extract concepts of multiple types to fill the empty PIMO.

Projekte

Weitere Links

Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence