Andreas Rauber, A Min Tjoa,
"User Interfaces for Digital Libraries"
: Proceedings of the OCG HCI-Symposium Human-Computer-Interaction in the 21st Century, Seite(n) 54-63, 1-2001, ISBN: 3-85403-151-3, Andreas Rauber, A Min Tjoa: User Interfaces for Digital Libraries, Proceedings of the OCG HCI-Symposium Human-Computer-Interaction in the 21st Century, January 16, 2001, Graz, Austria, [ISBN 3-85403-151-3], pp. 54-63
Original Titel:
User Interfaces for Digital Libraries
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of the OCG HCI-Symposium Human-Computer-Interaction in the 21st Century
Original Kurzfassung:
Digital Libraries have gained tremendous interest with several research projects
addressing the wealth of challenges in this field. While computational intelligence systems are
being used for specific tasks in this arena, the majority of projects relies on conventional
techniques for the basic structure of the library itself.
With the SOMLib project we created a digital library system that uses a neural network-based
core for the representation of the library. The self-organizing map, a popular unsupervised
neural network model, is used to topically structure a document collection similar to the
organization of real-world libraries, with extended models such as the growing hierarchical
self-organizing map allowing the detection of topic hierarchies. Based on this core, additional
modules provide information retrieval features, and automatically label the various topical
sections in the document collection. A metaphor graphics based interface further assists the
user in intuitively understanding the library, providing an instant overview.
Sprache der Kurzfassung:
Englisch
Seitenreferenz:
54-63
Erscheinungsmonat:
1
Erscheinungsjahr:
2001
Notiz zum Zitat:
Andreas Rauber, A Min Tjoa: User Interfaces for Digital Libraries, Proceedings of the OCG HCI-Symposium Human-Computer-Interaction in the 21st Century, January 16, 2001, Graz, Austria, [ISBN 3-85403-151-3], pp. 54-63
Forschungs-